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