Ref. provides a solution to the grid bias problem by allowing the trajectory of ascent paths to go "off-grid". For the graphs employed in this work, an analogous "offgraph" method can be straightforwardly implemented by allowing our ascent path to move freely in R N , following the nearest neighbour gradient g N N (x) given by ∇f