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Workshop
Scalable Deep-Learning-Accelerated Topology Optimization for Additively Manufactured Materials
Sirui Bi · Jiaxin Zhang · Guannan Zhang
Poster
Tue 21:00 Breaking the Communication-Privacy-Accuracy Trilemma
Wei-Ning Chen · Peter Kairouz · Ayfer Ozgur
Poster
Tue 9:00 A Dictionary Approach to Domain-Invariant Learning in Deep Networks
Ze Wang · Xiuyuan Cheng · Guillermo Sapiro · Qiang Qiu
Workshop
Optimal District Heating in China with Deep Reinforcement Learning
Adrien Le Coz
Workshop
Fri 6:45 Invited Talk 2: Expressiveness in Deep Learning via Tensor Networks and Quantum Entanglement
Nadav Cohen
Poster
Thu 9:00 Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization
Geoff Pleiss · Martin Jankowiak · David Eriksson · Anil Damle · Jacob Gardner
Workshop
Meta-Learning Bayesian Neural Network Priors Based on PAC-Bayesian Theory
Jonas Rothfuss
Workshop
Efficient Nanopore Optimization by CNN-accelerated Deep Reinforcement Learning
Yuyang Wang · Zhonglin Cao · Amir Barati Farimani
Poster
Thu 9:00 A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction
Ziqi Ke · Haris Vikalo
Poster
Tue 9:00 Cross-validation Confidence Intervals for Test Error
Pierre Bayle · Alexandre Bayle · Lucas Janson · Lester Mackey
Poster
Thu 9:00 Reconciling Modern Deep Learning with Traditional Optimization Analyses: The Intrinsic Learning Rate
Zhiyuan Li · Kaifeng Lyu · Sanjeev Arora
Poster
Thu 21:00 Model Inversion Networks for Model-Based Optimization
Aviral Kumar · Sergey Levine