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Conference
https://openreview.net/forum?id=J7VoDuzuKs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
[ "Thomas FEL", "Thibaut Boissin", "Victor Boutin", "Agustin Martin Picard", "Paul Novello", "Julien Colin", "Drew Linsley", "Tom ROUSSEAU", "Remi Cadene", "Lore Goetschalckx", "Laurent Gardes", "Thomas Serre" ]
Conference
https://openreview.net/forum?id=J3taqrzyyA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Stability-penalty-adaptive follow-the-regularized-leader: Sparsity, game-dependency, and best-of-both-worlds
[ "Taira Tsuchiya", "Shinji Ito", "Junya Honda" ]
Conference
https://openreview.net/forum?id=J1gBijopla
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Quantifying Modeling Multimodal Interactions: An Information Decomposition Framework
[ "Paul Pu Liang", "Yun Cheng", "Xiang Fan", "Chun Kai Ling", "Suzanne Nie", "Richard J. Chen", "Zihao Deng", "Nicholas Allen", "Randy Auerbach", "Faisal Mahmood", "Ruslan Salakhutdinov", "Louis-Philippe Morency" ]
Conference
https://openreview.net/forum?id=J0RD92Tmfc
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A graphon-signal analysis of graph neural networks
[ "Ron Levie" ]
Conference
https://openreview.net/forum?id=J0Pvvxspmz
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration
[ "Jingyang Xiang", "Siqi Li", "Jun Chen", "Guang Dai", "Shipeng Bai", "Yukai Ma", "Yong Liu" ]
Conference
https://openreview.net/forum?id=IyAHCbMq3a
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Unified Approach to Count-Based Weakly Supervised Learning
[ "Vinay Shukla", "Zhe Zeng", "Kareem Ahmed", "Guy Van den Broeck" ]
Conference
https://openreview.net/forum?id=IrjXmIKFyx
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Model-free Posterior Sampling via Learning Rate Randomization
[ "Daniil Tiapkin", "Denis Belomestny", "Daniele Calandriello", "Eric Moulines", "Remi Munos", "Alexey Naumov", "pierre perrault", "Michal Valko", "Pierre MENARD" ]
Conference
https://openreview.net/forum?id=IrEYkhuxup
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models
[ "Chirag Raman", "Alec Nonnemaker", "Amelia Villegas-Morcillo", "Hayley Hung", "Marco Loog" ]
Conference
https://openreview.net/forum?id=Iq7v0sZw2H
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes
[ "Walter Gerych", "Kevin Hickey", "Luke Buquicchio", "Kavin Chandrasekaran", "Abdulaziz Alajaji", "Elke Rundensteiner", "Emmanuel Agu" ]
Conference
https://openreview.net/forum?id=IoizwO1NLf
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Skill-it! A data-driven skills framework for understanding and training language models
[ "Mayee F Chen", "Nicholas Roberts", "Kush Bhatia", "Jue WANG", "Ce Zhang", "Frederic Sala", "Christopher Re" ]
Conference
https://openreview.net/forum?id=IobxuwPnWt
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization
[ "Songtao Lu" ]
Conference
https://openreview.net/forum?id=InB9Loet1u
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Utilitarian Algorithm Configuration
[ "Devon R. Graham", "Kevin Leyton-Brown", "Tim Roughgarden" ]
Conference
https://openreview.net/forum?id=IiwTFcGGTq
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the Adversarial Robustness of Out-of-distribution Generalization Models
[ "Xin Zou", "Weiwei Liu" ]
Conference
https://openreview.net/forum?id=IgDa5Ynm9l
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Efficient Model-Free Exploration in Low-Rank MDPs
[ "Zakaria Mhammedi", "Adam Block", "Dylan J Foster", "Alexander Rakhlin" ]
Conference
https://openreview.net/forum?id=IdF7VT6eEs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games
[ "Zihan Zhu", "Ethan X Fang", "Zhuoran Yang" ]
Conference
https://openreview.net/forum?id=IcIQbCWoFj
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Stochastic Approximation Approaches to Group Distributionally Robust Optimization
[ "Lijun Zhang", "Peng Zhao", "Zhenhua Zhuang", "Tianbao Yang", "Zhi-Hua Zhou" ]
Conference
https://openreview.net/forum?id=IacxcFpvWQ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization
[ "Swarnadeep Saha", "Peter Hase", "Mohit Bansal" ]
Conference
https://openreview.net/forum?id=Ia4dmqst0Z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction
[ "Alfredo De Goyeneche", "Shreya Ramachandran", "Ke Wang", "Ekin Karasan", "Joseph Yitan Cheng", "Stella X. Yu", "Michael Lustig" ]
Conference
https://openreview.net/forum?id=IZRlMABK4l
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
[ "Zeshuai Deng", "Zhuokun Chen", "Shuaicheng Niu", "Thomas H. Li", "Bohan Zhuang", "Mingkui Tan" ]
Conference
https://openreview.net/forum?id=ITw9edRDlD
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Are Emergent Abilities of Large Language Models a Mirage?
[ "Rylan Schaeffer", "Brando Miranda", "Sanmi Koyejo" ]
Conference
https://openreview.net/forum?id=IQRc3FrYOG
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Mutual-Information Regularized Multi-Agent Policy Iteration
[ "Jiangxing Wang", "Deheng Ye", "Zongqing Lu" ]
Conference
https://openreview.net/forum?id=IPNg84RF1k
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Towards Characterizing the First-order Query Complexity of Learning (Approximate) Nash Equilibria in Zero-sum Matrix Games
[ "Hedi Hadiji", "Sarah Sachs", "Tim van Erven", "Wouter M Koolen" ]
Conference
https://openreview.net/forum?id=IOuuLBrGJR
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
[ "Han Liu", "Zhi Xu", "Xiaotong Zhang", "Feng Zhang", "Fenglong Ma", "Hongyang Chen", "Hong Yu", "Xianchao Zhang" ]
Conference
https://openreview.net/forum?id=IOSaJ7ukgf
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein
[ "Daiwen Sun", "He Huang", "Yao Li", "Xinqi Gong", "Qiwei Ye" ]
Conference
https://openreview.net/forum?id=INS3ltgjg7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
TopoSRL: Topology preserving self-supervised Simplicial Representation Learning
[ "Hiren Madhu", "Sundeep Prabhakar Chepuri" ]
Conference
https://openreview.net/forum?id=IN3hQx1BrC
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Task-aware world model learning with meta weighting via bi-level optimization
[ "Huining Yuan", "Hongkun Dou", "Xingyu Jiang", "Yue Deng" ]
Conference
https://openreview.net/forum?id=IMiGRqltQQ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
“Why Not Looking backward?” A Robust Two-Step Method to Automatically Terminate Bayesian Optimization
[ "Shuang Li", "Ke Li", "Wei Li" ]
Conference
https://openreview.net/forum?id=IKvxmnHjkL
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks
[ "Jiayuan Ye", "Zhenyu Zhu", "Fanghui Liu", "Reza Shokri", "Volkan Cevher" ]
Conference
https://openreview.net/forum?id=IKQOS8rqwr
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
[ "Di Luo", "Jiayu Shen", "Rumen Dangovski", "Marin Soljacic" ]
Conference
https://openreview.net/forum?id=IJblKO45YU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning
[ "Zilai Zeng", "Ce Zhang", "Shijie Wang", "Chen Sun" ]
Conference
https://openreview.net/forum?id=IGTbT9P1ti
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Connecting Multi-modal Contrastive Representations
[ "Zehan Wang", "Yang Zhao", "Xize Cheng", "Haifeng Huang", "Jiageng Liu", "Aoxiong Yin", "Li Tang", "Linjun Li", "Yongqi Wang", "Ziang Zhang", "Zhou Zhao" ]
Conference
https://openreview.net/forum?id=IEMLNF4gK4
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
[ "Fabian Fumagalli", "Maximilian Muschalik", "Patrick Kolpaczki", "Eyke Hüllermeier", "Barbara Eva Hammer" ]
Conference
https://openreview.net/forum?id=IEJzoOBM0z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Estimating Causal Effects Identifiable from a Combination of Observations and Experiments
[ "Yonghan Jung", "Ivan Diaz", "Jin Tian", "Elias Bareinboim" ]
Conference
https://openreview.net/forum?id=I9xE1Jsjfx
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Evaluating and Inducing Personality in Pre-trained Language Models
[ "Guangyuan Jiang", "Manjie Xu", "Song-Chun Zhu", "Wenjuan Han", "Chi Zhang", "Yixin Zhu" ]
Conference
https://openreview.net/forum?id=I5rsM4CY2z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Deductive Verification of Chain-of-Thought Reasoning
[ "Zhan Ling", "Yunhao Fang", "Xuanlin Li", "Zhiao Huang", "Mingu Lee", "Roland Memisevic", "Hao Su" ]
Conference
https://openreview.net/forum?id=I5SM5y57k2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On Robust Streaming for Learning with Experts: Algorithms and Lower Bounds
[ "David Woodruff", "Fred Zhang", "Samson Zhou" ]
Conference
https://openreview.net/forum?id=I50HbChk3U
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Provably Bounding Neural Network Preimages
[ "Suhas Kotha", "Christopher Brix", "J Zico Kolter", "Krishnamurthy Dj Dvijotham", "Huan Zhang" ]
Conference
https://openreview.net/forum?id=I18BXotQ7j
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
[ "Vicente Vivanco Cepeda", "Gaurav Kumar Nayak", "Mubarak Shah" ]
Conference
https://openreview.net/forum?id=HwhRehMr4a
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
[ "Masatoshi Uehara", "Haruka Kiyohara", "Andrew Bennett", "Victor Chernozhukov", "Nan Jiang", "Nathan Kallus", "Chengchun Shi", "Wen Sun" ]
Conference
https://openreview.net/forum?id=HvhagNdf5z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Synthetic-to-Real Pose Estimation with Geometric Reconstruction
[ "Qiuxia Lin", "Kerui Gu", "Linlin Yang", "Angela Yao" ]
Conference
https://openreview.net/forum?id=HtqnVSCj3q
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
[ "Pan Lu", "Baolin Peng", "Hao Cheng", "Michel Galley", "Kai-Wei Chang", "Ying Nian Wu", "Song-Chun Zhu", "Jianfeng Gao" ]
Conference
https://openreview.net/forum?id=HrL1oblm1a
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment
[ "Tianhe Wu", "Shuwei Shi", "Haoming Cai", "Mingdeng Cao", "Jing Xiao", "Yinqiang Zheng", "Yujiu Yang" ]
Conference
https://openreview.net/forum?id=HoBbZ1vPAh
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift
[ "Yuan Jiang", "Zhiguang Cao", "Yaoxin Wu", "Wen Song", "Jie Zhang" ]
Conference
https://openreview.net/forum?id=HlIAoCHDWW
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Learning in the Presence of Low-dimensional Structure: A Spiked Random Matrix Perspective
[ "Jimmy Ba", "Murat A Erdogdu", "Taiji Suzuki", "Zhichao Wang", "Denny Wu" ]
Conference
https://openreview.net/forum?id=HffQOS3mk8
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation
[ "Zhekai Du", "Jingjing Li" ]
Conference
https://openreview.net/forum?id=HYo2Ao3hP8
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
SLIBO-Net: Floorplan Reconstruction via Slicing Box Representation with Local Geometry Regularization
[ "Jheng-Wei Su", "Kuei-Yu Tung", "Chi-Han Peng", "Peter Wonka", "Hung-Kuo Chu" ]
Conference
https://openreview.net/forum?id=HYGnmSLBCf
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Alignment with human representations supports robust few-shot learning
[ "Ilia Sucholutsky", "Thomas L. Griffiths" ]
Conference
https://openreview.net/forum?id=HWGWeaN76q
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ϵ-Greedy Exploration
[ "Shuai Zhang", "Hongkang Li", "Meng Wang", "Miao Liu", "Pin-Yu Chen", "Songtao Lu", "Sijia Liu", "Keerthiram Murugesan", "Subhajit Chaudhury" ]
Conference
https://openreview.net/forum?id=HV85SiyrsV
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Online RL in Linearly q^π-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
[ "Gellért Weisz", "András György", "Csaba Szepesvari" ]
Conference
https://openreview.net/forum?id=H5pwAeYAun
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Failure-Aware Gaussian Process Optimization with Regret Bounds
[ "Shogo Iwazaki", "Shion Takeno", "Tomohiko Tanabe", "Mitsuru Irie" ]
Conference
https://openreview.net/forum?id=H15KtcyHvn
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Training Fully Connected Neural Networks is ∃ℝ-Complete
[ "Daniel Bertschinger", "Christoph Hertrich", "Paul Jungeblut", "Tillmann Miltzow", "Simon Weber" ]
Conference
https://openreview.net/forum?id=GzlDKZlwie
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Functional Renyi Differential Privacy for Generative Modeling
[ "Dihong Jiang", "Sun Sun", "Yaoliang Yu" ]
Conference
https://openreview.net/forum?id=GxL6PrmEUw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation
[ "Seunghwan An", "Jong-June Jeon" ]
Conference
https://openreview.net/forum?id=GtgFo5lmOB
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Joint Data-Task Generation for Auxiliary Learning
[ "Hong Chen", "Xin Wang", "Yuwei Zhou", "Yijian Qin", "Chaoyu Guan", "Wenwu Zhu" ]
Conference
https://openreview.net/forum?id=GsCTjmYe5v
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling
[ "Suman Bhoi", "Mong-Li Lee", "Wynne Hsu", "Ngiap Chuan Tan" ]
Conference
https://openreview.net/forum?id=Grz2ijKrWI
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
STXD: Structural and Temporal Cross-Modal Distillation for Multi-View 3D Object Detection
[ "Sujin Jang", "Dae Ung Jo", "Sung Ju Hwang", "Dongwook Lee", "Daehyun Ji" ]
Conference
https://openreview.net/forum?id=GrElRvXnEj
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces
[ "Sungbin Lim", "Eunbi Yoon", "Taehyun Byun", "Taewon Kang", "Seungwoo Kim", "Kyungjae Lee", "Sungjoon Choi" ]
Conference
https://openreview.net/forum?id=GqtpYUCwnu
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
ε-fractional core stability in Hedonic Games.
[ "Simone Fioravanti", "Michele Flammini", "Bojana Kodric", "Giovanna Varricchio" ]
Conference
https://openreview.net/forum?id=GqXbfVmEPW
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks
[ "Zhaohan Xi", "Tianyu Du", "Changjiang Li", "Ren Pang", "Shouling Ji", "Jinghui Chen", "Fenglong Ma", "Ting Wang" ]
Conference
https://openreview.net/forum?id=GlWzQhf2lV
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Exploiting Contextual Objects and Relations for 3D Visual Grounding
[ "Li Yang", "Chunfeng Yuan", "Ziqi Zhang", "Zhongang Qi", "Yan Xu", "Wei Liu", "Ying Shan", "Bing Li", "Weiping Yang", "Peng Li", "Yan Wang", "Weiming Hu" ]
Conference
https://openreview.net/forum?id=GiUe0ZFiVe
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Bi-Level Offline Policy Optimization with Limited Exploration
[ "Wenzhuo Zhou" ]
Conference
https://openreview.net/forum?id=Gh67ZZ6zkS
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
[ "Zhihan Gao", "Xingjian Shi", "Boran Han", "Hao Wang", "Xiaoyong Jin", "Danielle C. Maddix", "Yi Zhu", "Mu Li", "Bernie Wang" ]
Conference
https://openreview.net/forum?id=GgdFLb94Ld
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift
[ "Siddhartha Laghuvarapu", "Zhen Lin", "Jimeng Sun" ]
Conference
https://openreview.net/forum?id=GfITbjrIOd
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Human-Aligned Calibration for AI-Assisted Decision Making
[ "Nina L. Corvelo Benz", "Manuel Gomez Rodriguez" ]
Conference
https://openreview.net/forum?id=GcEIvidYSw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
[ "Mitsuhiko Nakamoto", "Yuexiang Zhai", "Anikait Singh", "Max Sobol Mark", "Yi Ma", "Chelsea Finn", "Aviral Kumar", "Sergey Levine" ]
Conference
https://openreview.net/forum?id=GYnbubCXhE
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Conditional Matrix Flows for Gaussian Graphical Models
[ "Marcello Massimo Negri", "Fabricio Arend Torres", "Volker Roth" ]
Conference
https://openreview.net/forum?id=GYjV1M5s0D
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing
[ "Mingyuan Zhang", "Huirong Li", "Zhongang Cai", "Jiawei Ren", "Lei Yang", "Ziwei Liu" ]
Conference
https://openreview.net/forum?id=GJtP1ZEzua
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion
[ "Jialin Chen", "Shirley Wu", "Abhijit Gupta", "Zhitao Ying" ]
Conference
https://openreview.net/forum?id=GIlsH0T4b2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Two-Stage Learning to Defer with Multiple Experts
[ "Anqi Mao", "Christopher Mohri", "Mehryar Mohri", "Yutao Zhong" ]
Conference
https://openreview.net/forum?id=GGylthmehy
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
High dimensional, tabular deep learning with an auxiliary knowledge graph
[ "Camilo Ruiz", "Hongyu Ren", "Kexin Huang", "Jure Leskovec" ]
Conference
https://openreview.net/forum?id=GEWzHeHpLr
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Transition-constant Normalization for Image Enhancement
[ "Jie Huang", "Man Zhou", "JingHao Zhang", "Gang Yang", "Mingde Yao", "Chongyi Li", "Zhiwei Xiong", "Feng Zhao" ]
Conference
https://openreview.net/forum?id=GEQZ52oqxa
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
L_2-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting
[ "Xiaotong Yuan", "Ping Li" ]
Conference
https://openreview.net/forum?id=GEMHw2sd9S
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Smooth Flipping Probability for Differential Private Sign Random Projection Methods
[ "Ping Li", "Xiaoyun Li" ]
Conference
https://openreview.net/forum?id=GCY9C43A4L
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
TaskMet: Task-driven Metric Learning for Model Learning
[ "Dishank Bansal", "Ricky T. Q. Chen", "Mustafa Mukadam", "Brandon Amos" ]
Conference
https://openreview.net/forum?id=GAsRl2ElHk
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training
[ "Thao Nguyen Truong", "Balazs Gerofi", "Edgar Josafat Martinez-Noriega", "François Trahay", "Mohamed Wahib" ]
Conference
https://openreview.net/forum?id=G7sQlfTzmY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the Pareto Front of Multilingual Neural Machine Translation
[ "Liang Chen", "Shuming Ma", "Dongdong Zhang", "Furu Wei", "Baobao Chang" ]
Conference
https://openreview.net/forum?id=G3aubF5Wnw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the Sublinear Regret of GP-UCB
[ "Justin Whitehouse", "Aaditya Ramdas", "Steven Wu" ]
Conference
https://openreview.net/forum?id=FxRfAIj4s2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Neural Image Compression: Generalization, Robustness, and Spectral Biases
[ "Kelsey Lieberman", "James Diffenderfer", "Charles Godfrey", "Bhavya Kailkhura" ]
Conference
https://openreview.net/forum?id=FwmvbuDiMk
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Data Quality in Imitation Learning
[ "Suneel Belkhale", "Yuchen Cui", "Dorsa Sadigh" ]
Conference
https://openreview.net/forum?id=FviF8vuz5B
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On Differentially Private Sampling from Gaussian and Product Distributions
[ "Badih Ghazi", "Xiao Hu", "Ravi Kumar", "Pasin Manurangsi" ]
Conference
https://openreview.net/forum?id=FujJO3dsNj
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces
[ "Joseph T Costello", "Hisham Temmar", "Luis H Cubillos", "Matthew J Mender", "Dylan M Wallace", "Matthew S Willsey", "Parag G Patil", "Cynthia Chestek" ]
Conference
https://openreview.net/forum?id=FskZtRvMJI
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization
[ "Siqi Shen", "Chennan Ma", "Chao Li", "Weiquan Liu", "Yongquan Fu", "Songzhu Mei", "Xinwang Liu", "Cheng Wang" ]
Conference
https://openreview.net/forum?id=Fqg9vGWy4k
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Faster approximate subgraph counts with privacy
[ "Dung Nguyen", "Mahantesh M Halappanavar", "Venkatesh Srinivasan", "Anil Vullikanti" ]
Conference
https://openreview.net/forum?id=FkpMm9avyP
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs
[ "Zebang Shen", "Zhenfu Wang" ]
Conference
https://openreview.net/forum?id=Fkckkr3ya8
spotlight
NeurIPS2023
null
null
null
null
null
null
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null
NaT
Faith and Fate: Limits of Transformers on Compositionality
[ "Nouha Dziri", "Ximing Lu", "Melanie Sclar", "Xiang Lorraine Li", "Liwei Jiang", "Bill Yuchen Lin", "Sean Welleck", "Peter West", "Chandra Bhagavatula", "Ronan Le Bras", "Jena D. Hwang", "Soumya Sanyal", "Xiang Ren", "Allyson Ettinger", "Zaid Harchaoui", "Yejin Choi" ]
Conference
https://openreview.net/forum?id=FkAwlqBuyO
poster
NeurIPS2023
null
null
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null
null
null
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null
null
NaT
Direct Preference-based Policy Optimization without Reward Modeling
[ "Gaon An", "Junhyeok Lee", "Xingdong Zuo", "Norio Kosaka", "Kyung-Min Kim", "Hyun Oh Song" ]
Conference
https://openreview.net/forum?id=FgakGFpll1
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Metadata-Driven Approach to Understand Graph Neural Networks
[ "Ting Wei Li", "Qiaozhu Mei", "Jiaqi Ma" ]
Conference
https://openreview.net/forum?id=Fe8PxP2F2p
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Gradient-Based Feature Learning under Structured Data
[ "Alireza Mousavi-Hosseini", "Denny Wu", "Taiji Suzuki", "Murat A Erdogdu" ]
Conference
https://openreview.net/forum?id=Fe6fDq65aZ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the Trade-off of Intra-/Inter-class Diversity for Supervised Pre-training
[ "Jieyu Zhang", "Bohan Wang", "Zhengyu Hu", "Pang Wei Koh", "Alexander Ratner" ]
Conference
https://openreview.net/forum?id=FdsS51iif3
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
PaintSeg: Painting Pixels for Training-free Segmentation
[ "Xiang Li", "Chung-Ching Lin", "Yinpeng Chen", "Zicheng Liu", "Jinglu Wang", "Rita Singh", "Bhiksha Raj" ]
Conference
https://openreview.net/forum?id=Fdfyga5i0A
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Mnemosyne: Learning to Train Transformers with Transformers
[ "Deepali Jain", "Krzysztof Marcin Choromanski", "Kumar Avinava Dubey", "Sumeet Singh", "Vikas Sindhwani", "Tingnan Zhang", "Jie Tan" ]
Conference
https://openreview.net/forum?id=FasIQqsJhe
spotlight
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Towards In-context Scene Understanding
[ "Ivana Balazevic", "David Steiner", "Nikhil Parthasarathy", "Relja Arandjelovic", "Olivier J Henaff" ]
Conference
https://openreview.net/forum?id=FV4ngfUlY0
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Non-stationary Experimental Design under Linear Trends
[ "David Simchi-Levi", "Chonghuan Wang", "Zeyu Zheng" ]
Conference
https://openreview.net/forum?id=FOFJmR1oxt
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
BCDiff: Bidirectional Consistent Diffusion for Instantaneous Trajectory Prediction
[ "Rongqing Li", "Changsheng Li", "Dongchun Ren", "Guangyi Chen", "Ye Yuan", "Guoren Wang" ]
Conference
https://openreview.net/forum?id=FM8thAWqiO
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Core-sets for Fair and Diverse Data Summarization
[ "Sepideh Mahabadi", "Stojan Trajanovski" ]
Conference
https://openreview.net/forum?id=FM81CI68Iz
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
FedL2P: Federated Learning to Personalize
[ "Royson Lee", "Minyoung Kim", "Da Li", "Xinchi Qiu", "Timothy Hospedales", "Ferenc Huszár", "Nicholas Donald Lane" ]
Conference
https://openreview.net/forum?id=FLTg8uA5xI
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Scaling Riemannian Diffusion Models
[ "Aaron Lou", "Minkai Xu", "Adam Farris", "Stefano Ermon" ]
Conference
https://openreview.net/forum?id=FLFasCFJNo
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference
[ "Basile Confavreux", "Poornima Ramesh", "Pedro J. Goncalves", "Jakob H. Macke", "Tim P. Vogels" ]
Conference
https://openreview.net/forum?id=FIv84qGPFT
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Pseudo-Likelihood Inference
[ "Theo Gruner", "Boris Belousov", "Fabio Muratore", "Daniel Palenicek", "Jan Peters" ]
Conference
https://openreview.net/forum?id=FFdrXkm3Cz
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the spectral bias of two-layer linear networks
[ "Aditya Vardhan Varre", "Maria-Luiza Vladarean", "Loucas Pillaud-Vivien", "Nicolas Flammarion" ]