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Workshop/DGM4H
|
https://openreview.net/forum?id=kDbD2GkLfy
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU
|
[
"Munib Mesinovic",
"Peter Watkinson",
"Tingting Zhu"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=c4p3ng0SCt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Uncovering the latent dynamics of whole-brain fMRI tasks with a sequential variational autoencoder
|
[
"Eloy Geenjaar",
"Donghyun Kim",
"Riyasat Ohib",
"Marlena Duda",
"Amrit Kashyap",
"Sergey M. Plis",
"Vince Calhoun"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=XUgIZQvxg4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI
|
[
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=VsJyA3dhLr
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Texture synthesis for realistic-looking virtual colonoscopy using mask-aware transformer
|
[
"Seunghyun Jang",
"Yisak Kim",
"Dongheon Lee",
"Chang Min Park"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=Uk6WMt9l9w
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DDxT: Deep Generative Transformer Models for Differential Diagnosis
|
[
"Mohammad Mahmudul Alam",
"Edward Raff",
"Tim Oates",
"Cynthia Matuszek"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=Ujqjn2q9Gi
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping
|
[
"Will Thompson",
"David Michael Vidmar",
"Jessica Karina De Freitas",
"Gabriel Altay",
"Kabir Manghnani",
"Andrew Nelsen",
"Kellie Morland",
"John Pfeifer",
"Brandon Kenneth Fornwalt",
"RuiJun Chen",
"Martin Stumpe",
"Riccardo Miotto"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=UVF1AMBj9u
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
JoLT: Jointly Learned Representations of Language and Time-Series
|
[
"Yifu Cai",
"Mononito Goswami",
"Arjun Choudhry",
"Arvind Srinivasan",
"Artur Dubrawski"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=TynSiNAVc8
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI
|
[
"Seunghoi Kim",
"Daniel C. Alexander",
"Ahmed Karam Eldaly",
"Matteo Figini",
"Henry F J Tregidgo"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=ThnI0oEeVG
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
The Negative Impact of Denoising on Automated Classification of Electrocardiograms
|
[
"Federica Granese",
"Ahmad Fall",
"Alex Lence",
"Joe-Elie Salem",
"Jean-Daniel Zucker",
"Edi Prifti"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=SXw8DBKoRg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Generating Personalized Insulin Treatments Strategies with Conditional Generative Time Series Models
|
[
"Manuel Schürch",
"Xiang Li",
"Ahmed Allam",
"Giulia Hofer",
"Amina Mollaysa",
"Claudia Cavelti-Weder",
"Michael Krauthammer"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=RWNgcQuPzj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
LC-SD: Realistic Endoscopic Image Generation with Limited Training Data
|
[
"Joanna Kaleta",
"Diego Dall'alba",
"Szymon Plotka",
"Przemyslaw Korzeniowski"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=RUxqqDRXu2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DiffRNAFold: Generating RNA Tertiary Structures with Latent Space Diffusion
|
[
"Mihir Bafna",
"Vikranth Keerthipati",
"Subhash Chandra Kanaparthi",
"Ruochi Zhang"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=QAruOR4nUa
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation
|
[
"Yuzhe Lu",
"Sungmin Hong",
"Yash Shah",
"Panpan Xu"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=Ntu8oGEV3S
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ECG Inpainting with denoising diffusion prior
|
[
"Lisa Bedin",
"Gabriel Cardoso",
"Remi Dubois",
"Eric Moulines"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=MGfj4n1V5Y
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Investigating Causality Between Genotype And Clinical Phenotype In Neurological Disorders Using Structural Causal Model and Normalizing Flow
|
[
"Fanyang Yu",
"Rongguang Wang",
"Pratik Chaudhari",
"Christos Davatzikos"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=LK934TymQh
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Transferring Movement Understanding for Parkinson’s Therapy by Generative Pre-Training
|
[
"Emily Napier",
"Gavia Gray",
"Tristan Loria",
"Veronica Vuong",
"Michael Thaut",
"Sageev Oore"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=HzuNJ0Nqvf
|
bestpaper
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Protein Inpainting Co-Design with ProtFill
|
[
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=EJ7YNgWYFj
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers
|
[
"Hadi Abdine",
"Michail Chatzianastasis",
"Costas Bouyioukos",
"Michalis Vazirgiannis"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=Bfr0m4Ucl6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Are we going MAD? Benchmarking Multi-Agent Debate between Language Models for Medical Q A
|
[
"Andries Petrus Smit",
"Paul Duckworth",
"Nathan Grinsztajn",
"Kale-ab Tessera",
"Thomas D Barrett",
"Arnu Pretorius"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=BfHX0hKRSe
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning
|
[
"Issey Sukeda",
"Masahiro Suzuki",
"Hiroki Sakaji",
"Satoshi Kodera"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=AGQYCBdKA5
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Generative models for wearables data
|
[
"Arinbjörn Kolbeinsson",
"Luca Foschini"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=9cHt8szDMj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Synthetic Data: Can We Trust Statistical Estimators?
|
[
"Alexander Decruyenaere",
"Heidelinde Dehaene",
"Paloma Rabaey",
"Christiaan Polet",
"Johan Decruyenaere",
"Stijn Vansteelandt",
"Thomas Demeester"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=5jpUvL64Av
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
BuDDI: Bulk Deconvolution with Domain Invariance to predict cell-type-specific perturbations from bulk
|
[
"Natalie R Davidson",
"Casey Greene"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=3tu9EnRoWl
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multi-V-Stain: Multiplexed Virtual Staining of Histopathology Whole-Slide Images
|
[
"Sonali Andani",
"Boqi Chen",
"Joanna Ficek-Pascual",
"Simon Heinke",
"Ruben Casanova",
"Bettina Sobottka",
"Bernd Bodenmiller",
"Viktor Koelzer",
"Gunnar Ratsch"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=1cUu0a4T5I
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Hierarchical Protein Representation for Interface Co-design with HICON
|
[
"Aous Khadhraoui",
"Daniel Nakhaee-Zadeh Gutierrez",
"Elizaveta Kozlova"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=0aeDKGhlTo
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model
|
[
"Gulshan Sharma",
"Abhinav Dhall",
"Ramanathan Subramanian"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=zWzgulKtvw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Generating Data Augmentation Queries Using Large Language Models
|
[
"Christopher Buss",
"Jasmin Mousavi",
"Mikhail Tokarev",
"Arash Termehchy",
"David Maier",
"Stefan Lee"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=uzVCoZSfly
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ReConTab: Regularized Contrastive Representation Learning for Tabular Data
|
[
"Suiyao Chen",
"Jing Wu",
"Naira Hovakimyan",
"Handong Yao"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=s0rM4hWBUq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Augmentation for Context in Financial Numerical Reasoning over Textual and Tabular Data with Large-Scale Language Model
|
[
"Yechan Hwang",
"Jinsu Lim",
"Young-Jun Lee",
"Ho-Jin Choi"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=rSuRu22bbN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
TabContrast: A Local-Global Level Method for Tabular Contrastive Learning
|
[
"Hao Liu",
"Yixin Chen",
"Bradley Fritz",
"Christopher King"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=pPAK4FIopM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explaining Explainers: Necessity and Sufficiency in Tabular Data
|
[
"Prithwijit Chowdhury",
"Mohit Prabhushankar",
"Ghassan AlRegib"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=lWBMNF7D8F
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
|
[
"Sascha Marton",
"Stefan Lüdtke",
"Christian Bartelt",
"Heiner Stuckenschmidt"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=kzR5Cj5blw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
InterpreTabNet: Enhancing Interpretability of Tabular Data Using Deep Generative Models and Large Language Models
|
[
"Jacob Yoke Hong Si",
"Michael Cooper",
"Wendy Yusi Cheng",
"Rahul Krishnan"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=k5Mnd4pO7X
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Incorporating new Variables during Evaluation
|
[
"Harsimran Bhasin",
"Soumyadeep Ghosh"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=jSebr3OJA2
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data
|
[
"Andrei Margeloiu",
"Nikola Simidjievski",
"Pietro Lio",
"Mateja Jamnik"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=ejfKPO9aw0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Unnormalized Density Estimation with Root Sobolev Norm Regularization
|
[
"Mark Kozdoba",
"Binyamin Perets",
"Shie Mannor"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=dkeZPuFmIz
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Self-supervised Representation Learning from Random Data Projectors
|
[
"Yi Sui",
"Tongzi Wu",
"Jesse Cresswell",
"Ga Wu",
"George Stein",
"Xiao Shi Huang",
"Xiaochen Zhang",
"Maksims Volkovs"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=dQLDxIPsU4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Tree-Regularized Tabular Embeddings
|
[
"Xuan Li",
"Yun Wang",
"Bo Li"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=b4GEmjsHAB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Deep Learning Blueprint for Relational Databases
|
[
"Lukáš Zahradník",
"Jan Neumann",
"Gustav Šír"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=WXNmnmpRBJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Modeling string entries for tabular data prediction: do we need big large language models?
|
[
"Leo Grinsztajn",
"Myung Jun Kim",
"Edouard Oyallon",
"Gael Varoquaux"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=VRBhaU8IDz
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
HyperFast: Instant Classification for Tabular Data
|
[
"David Bonet",
"Daniel Mas Montserrat",
"Xavier Giró-i-Nieto",
"Alexander Ioannidis"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=TSkiaPP1sq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
NeuroDB: Efficient, Privacy-Preserving and Robust Query Answering with Neural Networks
|
[
"Sepanta Zeighami",
"Cyrus Shahabi"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=R8VFPAfOcN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A DB-First approach to query factual information in LLMs
|
[
"Mohammed Saeed",
"Nicola De Cao",
"Paolo Papotti"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=PxEY7pBb6F
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
|
[
"Valeriia Cherepanova",
"Roman Levin",
"Gowthami Somepalli",
"Jonas Geiping",
"C. Bruss",
"Andrew Wilson",
"Tom Goldstein",
"Micah Goldblum"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=JIrTIMI5Yd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Introducing the Observatory Library for End-to-End Table Embedding Inference
|
[
"Tianji Cong",
"Zhenjie Sun",
"Paul Groth",
"H. Jagadish",
"Madelon Hulsebos"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=IbiiNw4oRj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Scaling Experiments in Self-Supervised Cross-Table Representation Learning
|
[
"Maximilian Schambach",
"Dominique Paul",
"Johannes Otterbach"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=HtdZSf1ObU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Benchmarking Tabular Representation Models in Transfer Learning Settings
|
[
"Qixuan Jin",
"Talip Ucar"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=HK3MUPgFg4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fine-Tuning the Retrieval Mechanism for Tabular Deep Learning
|
[
"Felix den Breejen",
"Sangmin Bae",
"Stephen Cha",
"Tae-Young Kim",
"Seoung Hyun Koh",
"Se-Young Yun"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=H0gENXL7F2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
In Defense of Zero Imputation for Tabular Deep Learning
|
[
"Mike Van Ness",
"Madeleine Udell"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=EocsZtcA7P
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
IngesTables: Scalable and Efficient Training of LLM-Enabled Tabular Foundation Models
|
[
"Scott Yak",
"Yihe Dong",
"Javier Gonzalvo",
"Sercan Arik"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=6Kb3pE9nWQ
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Pool-Search-Demonstrate: Improving Data-wrangling LLMs via better in-context examples
|
[
"Joon Suk Huh",
"Changho Shin",
"Elina Choi"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=5sOZNkkKh3
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings
|
[
"Shuaichen Chang",
"Eric Fosler-Lussier"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=4MkkNsAEmO
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
TabPFGen – Tabular Data Generation with TabPFN
|
[
"Junwei Ma",
"Apoorv Dankar",
"George Stein",
"Guangwei Yu",
"Anthony Caterini"
] |
|
Workshop/TRL
|
https://openreview.net/forum?id=3gBqMkELhZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction
|
[
"You Wu",
"Omid Bazgir",
"Yongju Lee",
"Tommaso Biancalani",
"James Lu",
"Ehsan Hajiramezanali"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=yLps2oiTu7
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Network Regression with Wasserstein Distances
|
[
"Alexander Zalles",
"Kai M. Hung",
"Ann E. Finneran",
"Lydia Beaudrot",
"Cesar Uribe"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=rW8um73AQj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Entropic Gromov-Wasserstein Distances: Stability and Algorithms
|
[
"Gabriel Rioux",
"Ziv Goldfeld",
"Kengo Kato"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=o8ZGNn9LpN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SpecTr++: Improved transport plans for speculative decoding of large language models
|
[
"Kwangjun Ahn",
"Ahmad Beirami",
"Ziteng Sun",
"Ananda Theertha Suresh"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=mCNl1EMAfH
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Semi-discrete Gromov-Wasserstein distances: Existence of Gromov-Monge Maps and Statistical Theory
|
[
"Gabriel Rioux",
"Ziv Goldfeld",
"Kengo Kato"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=fwXj1c6faX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Zero-shot Cross-task Preference Alignment for Offline RL via Optimal Transport
|
[
"Runze Liu",
"Yali Du",
"Fengshuo Bai",
"Jiafei Lyu",
"Xiu Li"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=aJbyq2lmQc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Outlier-Robust Wasserstein DRO
|
[
"Sloan Nietert",
"Ziv Goldfeld",
"Soroosh Shafieezadeh-Abadeh"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=ZbioTIO6y6
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards a Statistical Theory of Learning to Learn In-context with Transformers
|
[
"Youssef Mroueh"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=XWKy9bjNOA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Semidefinite Relaxations of the Gromov-Wasserstein Distance
|
[
"Junyu Chen",
"Binh Nguyen",
"Yong Sheng Soh"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=ToLEG6EEaU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SyMOT-Flow: Learning optimal transport flow for two arbitrary distributions with maximum mean discrepancy
|
[
"Zhe Xiong",
"Qiaoqiao Ding",
"Xiaoqun Zhang"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=RYPNAOWANk
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Duality and Sample Complexity for the Gromov-Wasserstein Distance
|
[
"Zhengxin Zhang",
"Ziv Goldfeld",
"Youssef Mroueh",
"Bharath Sriperumbudur"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=RXYURNZzfs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
PTLP: Partial Transport L^p Distances
|
[
"Xinran Liu",
"Yikun Bai",
"Huy Tran",
"Zhanqi Zhu",
"Matthew Thorpe",
"Soheil Kolouri"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=PMGGrKTIii
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Causal Discovery via Monotone Triangular Transport Maps
|
[
"Sina Akbari",
"Luca Ganassali",
"Negar Kiyavash"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=OyDMxFt35U
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Applications of Optimal Transport Distances in Unsupervised AutoML
|
[
"Prabhant Singh",
"Joaquin Vanschoren"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=Ne4WjToIb6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Data-Conditional Diffusion Bridges
|
[
"Ella Tamir",
"Martin Trapp",
"Arno Solin"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=MJ1qZBwHHI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Characterizing Out-of-Distribution Error via Optimal Transport
|
[
"Yuzhe Lu",
"Yilong Qin",
"Runtian Zhai",
"Andrew Shen",
"Ketong Chen",
"Zhenlin Wang",
"Soheil Kolouri",
"Simon Stepputtis",
"Joseph Campbell",
"Katia Sycara"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=LXGhneskDs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A generative flow model for conditional sampling via optimal transport
|
[
"Jason Alfonso",
"Ricardo Baptista",
"Anupam Bhakta",
"Noam Gal",
"Alfin Hou",
"Vasilisa Lyubimova",
"Daniel Pocklington",
"Josef Sajonz",
"Giulio Trigila",
"Ryan Tsai"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=Bd4DTPzOGO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Schrödinger Bridge Matching and Expectation Maximization
|
[
"Rob Brekelmans",
"Kirill Neklyudov"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=9xW9OgdJfs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Unsupervised Learning Permutations for TSP using Gumbel-Sinkhorn Operator
|
[
"Yimeng Min",
"Carla Gomes"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=9P02CcVkGU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Adaptive Algorithms for Continuous-Time Transport: Homotopy-Driven Sampling and a New Interacting Particle System
|
[
"Aimee Maurais",
"Youssef Marzouk"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=6Muz6c1wBc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fast and Accurate Cost-Scaling Algorithm for the Semi-Discrete Optimal Transport
|
[
"Pankaj Agarwal",
"Sharath Raghvendra",
"Pouyan Shirzadian",
"Keegan Yao"
] |
|
Workshop/OTML
|
https://openreview.net/forum?id=1Yi0XQviNO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fourier-Based Bounds for Wasserstein Distances and Their Implications in Computational Inversion
|
[
"Wanli Hong",
"Vladimir A Kobzar",
"Kui Ren"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=sPtEDSVD4K
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Beyond Parameter Averaging in Model Aggregation
|
[
"Pol G. Recasens",
"Jordi Torres",
"Josep Lluis Berral",
"Søren Hauberg",
"Pablo Moreno-Muñoz"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=s7hquGszME
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DPZero: Dimension-Independent and Differentially Private Zeroth-Order Optimization
|
[
"Liang Zhang",
"Kiran Koshy Thekumparampil",
"Sewoong Oh",
"Niao He"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=qwnOt7FFSD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
An Empirical Evaluation of Federated Contextual Bandit Algorithms
|
[
"Alekh Agarwal",
"Hugh McMahan",
"Zheng Xu"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=qQ2qXFu05s
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Parameter Averaging Laws for Multitask Language Models
|
[
"Woojin Chung",
"Hyowon Cho",
"James Thorne",
"Se-Young Yun"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=ozN92d7CHX
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR
|
[
"Sheikh Shams Azam",
"Martin Pelikan",
"Vitaly Feldman",
"Kunal Talwar",
"Jan Silovsky",
"Tatiana Likhomanenko"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=le0Emy9SqA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Consensus Optimization at Representation: Improving Personalized Federated Learning via Data-Centric Regularization
|
[
"Heng Zhu",
"Arya Mazumdar"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=ldN6QdyukS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Augmenting Federated Learning with Pretrained Transformers
|
[
"Xuechen Zhang",
"Mingchen Li",
"Xiangyu Chang",
"Jiasi Chen",
"Amit Roy-Chowdhury",
"Ananda Suresh",
"Samet Oymak"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=lcElZPvMFp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Exploring User-level Gradient Inversion with a Diffusion Prior
|
[
"Zhuohang Li",
"Andrew Lowy",
"Jing Liu",
"Toshiaki Koike-Akino",
"Bradley A. Malin",
"Kieran Parsons",
"Ye Wang"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=YqqWQP8POe
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MARINA Meets Matrix Stepsizes: Variance Reduced Distributed Non-Convex Optimization
|
[
"Hanmin Li",
"Avetik Karagulyan",
"Peter Richtárik"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=XSfsvBoc8M
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Private and Personalized Histogram Estimation in a Federated Setting
|
[
"Amrith Setlur",
"Vitaly Feldman",
"Kunal Talwar"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=XJhL1XlefX
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data
|
[
"Wenda Chu",
"Chulin Xie",
"Boxin Wang",
"Linyi Li",
"Lang Yin",
"Arash Nourian",
"Han Zhao",
"Bo Li"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=WYLhRgBAFH
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning
|
[
"Gihun Lee",
"Minchan Jeong",
"SangMook Kim",
"Jaehoon Oh",
"Se-Young Yun"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=TaDiklyVps
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards Building the FederatedGPT: Federated Instruction Tuning
|
[
"Jianyi Zhang",
"Saeed Vahidian",
"Martin Kuo",
"Chunyuan Li",
"Ruiyi Zhang",
"Tong Yu",
"Guoyin Wang",
"Yiran Chen"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=SvJx4a75QZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
TAMUNA: Doubly Accelerated Federated Learning with Local Training, Compression, and Partial Participation
|
[
"Laurent Condat",
"Ivan Agarský",
"Grigory Malinovsky",
"Peter Richtárik"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=PuYD0fh5aq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System
|
[
"Weizhao Jin",
"Yuhang Yao",
"Shanshan Han",
"Carlee Joe-Wong",
"Srivatsan Ravi",
"Salman Avestimehr",
"Chaoyang He"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=PmahoyE89G
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
LASER: Linear Compression in Wireless Distributed Optimization
|
[
"Ashok Vardhan Makkuva",
"Marco Bondaschi",
"Thijs Vogels",
"Martin Jaggi",
"Hyeji Kim",
"Michael Gastpar"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=Pj6BPHZy56
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MOFL/D: A Federated Multi-objective Learning Framework with Decomposition
|
[
"Maria Hartmann",
"Grégoire Danoy",
"Mohammed Alswaitti",
"Pascal Bouvry"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=OoEIUohfcp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning
|
[
"Georgios Papadopoulos",
"yash satsangi",
"Shaltiel Eloul",
"Marco Pistoia"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=LiSj1GRVhL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models
|
[
"Eros Fanì",
"Raffaello Camoriano",
"Barbara Caputo",
"Marco Ciccone"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=JmrHzzDiyI
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
One-shot Empirical Privacy Estimation for Federated Learning
|
[
"Galen Andrew",
"Peter Kairouz",
"Sewoong Oh",
"Alina Oprea",
"Hugh McMahan",
"Vinith Suriyakumar"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=HyRwexERAo
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages
|
[
"Wanru Zhao",
"Yihong Chen",
"Royson Lee",
"Xinchi Qiu",
"Yan Gao",
"Hongxiang Fan",
"Nicholas Donald Lane"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=HiPe4SjZMs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Optimizers for Local SGD
|
[
"Charles-Étienne Joseph",
"Benjamin Thérien",
"Abhinav Moudgil",
"Boris Knyazev",
"Eugene Belilovsky"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=FakNykU4PF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation
|
[
"Marco Bornstein",
"Amrit Bedi",
"Anit Kumar Sahu",
"Furqan Khan",
"Furong Huang"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=ESCL5T3EgV
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FDAPT: Federated Domain-adaptive Pre-training for Language Models
|
[
"Lekang Jiang",
"Filip Svoboda",
"Nicholas Donald Lane"
] |
|
Workshop/Federated_Learning
|
https://openreview.net/forum?id=8zduZGpzZl
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Text-driven Prompt Generation for Vision-Language Models in Federated Learning
|
[
"Chen Qiu",
"Xingyu Li",
"Chaithanya Kumar Mummadi",
"Madan Ravi Ganesh",
"Zhenzhen Li",
"Lu Peng",
"Wan-Yi Lin"
] |
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