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Tue 7:00 Two Routes to Scalable Credit Assignment without Weight Symmetry
Daniel Kunin · Aran Nayebi · Javier Sagastuy-Brena · Surya Ganguli · Jonathan Bloom · Daniel Yamins
Tue 9:00 BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
Xiaochen Wang · Arash Pakbin · Bobak Mortazavi · Hongyu Zhao · Donald Lee
Tue 12:00 SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification
Tomer Golany · Kira Radinsky · Daniel Freedman
Tue 12:00 Entropy Minimization In Emergent Languages
Eugene Kharitonov · Rahma Chaabouni · Diane Bouchacourt · Marco Baroni
Tue 14:00 Continuously Indexed Domain Adaptation
Hao Wang · Hao He · Dina Katabi
Wed 5:00 Abstraction Mechanisms Predict Generalization in Deep Neural Networks
Alex Gain · Hava Siegelmann
Wed 5:00 Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
Stephen Keeley · David Zoltowski · Yiyi Yu · Spencer Smith · Jonathan Pillow
Wed 5:00 Population-Based Black-Box Optimization for Biological Sequence Design
Christof Angermueller · David Belanger · Andreea Gane · Zelda Mariet · David Dohan · Kevin Murphy · Lucy Colwell · D. Sculley
Wed 5:00 TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Alexander Tong · Jessie Huang · Guy Wolf · David van Dijk · Smita Krishnaswamy
Wed 8:00 A general recurrent state space framework for modeling neural dynamics during decision-making
David Zoltowski · Jonathan Pillow · Scott Linderman
Wed 9:00 Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search
Binghong Chen · Chengtao Li · Hanjun Dai · Le Song
Wed 10:00 Temporal Phenotyping using Deep Predictive Clustering of Disease Progression
Changhee Lee · Mihaela van der Schaar