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263 Results
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Poster
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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 |
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Poster
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Tue 9:00 |
Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks Umut Simsekli · Ozan Sener · George Deligiannidis · Murat Erdogdu |
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Poster
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Wed 9:00 |
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference Qian Lou · Song Bian · Lei Jiang |
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Poster
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Thu 9:00 |
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games Noam Brown · Anton Bakhtin · Adam Lerer · Qucheng Gong |
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Poster
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Tue 9:00 |
A Maximum-Entropy Approach to Off-Policy Evaluation in Average-Reward MDPs Nevena Lazic · Dong Yin · Mehrdad Farajtabar · Nir Levine · Dilan Gorur · Chris Harris · Dale Schuurmans |
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Poster
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Tue 21:00 |
Towards Playing Full MOBA Games with Deep Reinforcement Learning Deheng Ye · Guibin Chen · Wen Zhang · Sheng Chen · Bo Yuan · Bo Liu · Jia Chen · Zhao Liu · Fuhao Qiu · Hongsheng Yu · Yinyuting Yin · Bei Shi · Liang Wang · Tengfei Shi · Qiang Fu · Wei Yang · Lanxiao Huang · Wei Liu |
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Workshop
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Electric Vehicle Range Improvement by Utilizing Deep Learning to Optimize Occupant Thermal Comfort Alok Warey · Shailendra Kaushik · Bahram Khalighi · Michael Cruse · Ganesh Venkatesan |
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Poster
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Thu 21:00 |
Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel Stanislav Fort · Gintare Karolina Dziugaite · Mansheej Paul · Sepideh Kharaghani · Daniel Roy · Surya Ganguli |
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Poster
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Wed 21:00 |
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding Lin Lan · Pinghui Wang · Xuefeng Du · Kaikai Song · Jing Tao · Xiaohong Guan |
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Demonstration
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Tue 7:20 |
MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning Kexin Huang · Tianfan Fu · Dawood Khan · Ali Abid · Ali Abdalla · Abubaker Abid · Lucas Glass · Marinka Zitnik · Cao Xiao · Jimeng Sun |
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Poster
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Wed 21:00 |
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models Lijing Wang · Dipanjan Ghosh · Maria Gonzalez Diaz · Ahmed Farahat · Mahbubul Alam · Chetan Gupta · Jiangzhuo Chen · Madhav Marathe |