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Poster
Wed 12:45 Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors
Nikhil Mehta · Kevin Liang · Vinay Kumar Verma · Lawrence Carin Duke
Poster
Wed 6:00 Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints
Robin Vogel · Aurélien Bellet · Stephan Clémençon
Poster
Tue 18:30 Understanding the wiring evolution in differentiable neural architecture search
Sirui Xie · Shoukang Hu · Xinjiang Wang · Chunxiao Liu · Jianping Shi · Xunying Liu · Dahua Lin
Poster
Tue 18:30 On the High Accuracy Limitation of Adaptive Property Estimation
Yanjun Han
Poster
Tue 18:30 Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers
Alex Lamb · Anirudh Goyal · Agnieszka Słowik · Michael Mozer · Philippe Beaudoin · Yoshua Bengio
Poster
Thu 7:30 Understanding and Mitigating Exploding Inverses in Invertible Neural Networks
Jens Behrmann · Paul Vicol · Kuan-Chieh Wang · Roger Grosse · Joern-Henrik Jacobsen
Poster
Wed 6:00 Adaptive wavelet pooling for convolutional neural networks
Moritz Wolter · Jochen Garcke
Poster
Thu 7:30 Learning Contact Dynamics using Physically Structured Neural Networks
Andreas Hochlehnert · Alexander Terenin · Steindor Saemundsson · Marc Deisenroth
Poster
Tue 14:00 Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning
Hitesh Sapkota · Yiming Ying · Feng Chen · Qi Yu
Poster
Tue 14:00 Associative Convolutional Layers
Hamed Omidvar · Vahideh Akhlaghi · Hao Su · Massimo Franceschetti · Rajesh Gupta
Poster
Wed 6:00 Couplings for Multinomial Hamiltonian Monte Carlo
Kai Xu · Tor Erlend Fjelde · Charles Sutton · Hong Ge
Oral
Tue 11:30 Couplings for Multinomial Hamiltonian Monte Carlo
Kai Xu · Tor Erlend Fjelde · Charles Sutton · Hong Ge