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Poster
Wed 14:00 Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms
Paavo Parmas · Takuma Seno
Poster
Thu 14:00 Deep invariant networks with differentiable augmentation layers
Cédric ROMMEL · Thomas Moreau · Alexandre Gramfort
Poster
Wed 14:00 Gradient Descent: The Ultimate Optimizer
Kartik Chandra · Audrey Xie · Jonathan Ragan-Kelley · ERIK MEIJER
Workshop
Betty: An Automatic Differentiation Library for Multilevel Optimization
Sang Keun Choe · Willie Neiswanger · Pengtao Xie · Eric Xing
Poster
Tue 9:00 Neural Conservation Laws: A Divergence-Free Perspective
Jack Richter-Powell · Yaron Lipman · Ricky T. Q. Chen
Poster
Thu 9:00 Automatic Differentiation of Programs with Discrete Randomness
Gaurav Arya · Moritz Schauer · Frank Schäfer · Christopher Rackauckas
Poster
Tue 14:00 Automatic differentiation of nonsmooth iterative algorithms
Jerome Bolte · Edouard Pauwels · Samuel Vaiter
Poster
Thu 14:00 Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning
Arsene Fansi Tchango · Rishab Goel · Julien Martel · Zhi Wen · Gaetan Marceau Caron · Joumana Ghosn
Poster
Wed 14:00 DDXPlus: A New Dataset For Automatic Medical Diagnosis
Arsene Fansi Tchango · Rishab Goel · Zhi Wen · Julien Martel · Joumana Ghosn