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18 Results
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Invited Talk
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Mon 7:00 |
Highlights of Recent Developments in Algorithmic Fairness Cynthia Dwork |
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Poster
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Tue 14:30 |
A Variational Inequality Perspective on Generative Adversarial Networks Gauthier Gidel · Hugo Berard · Gaëtan Vignoud · Pascal Vincent · Simon Lacoste-Julien |
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Poster
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Tue 14:30 |
Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution Thomas Elsken · Jan Hendrik Metzen · Frank Hutter |
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Poster
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Wed 9:00 |
A new dog learns old tricks: RL finds classic optimization algorithms Weiwei Kong · Christopher Liaw · Aranyak Mehta · D. Sivakumar |
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Poster
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Wed 9:00 |
Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees Yuping Luo · Huazhe Xu · Yuanzhi Li · Yuandong Tian · Trevor Darrell · Tengyu Ma |
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Poster
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Thu 14:30 |
Learning-Based Frequency Estimation Algorithms Chen-Yu Hsu · Piotr Indyk · Dina Katabi · Ali Vakilian |
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Poster
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Tue 14:30 |
signSGD via Zeroth-Order Oracle Sijia Liu · Pin-Yu Chen · Xiangyi Chen · Mingyi Hong |
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Poster
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Wed 9:00 |
Probabilistic Planning with Sequential Monte Carlo methods Alexandre Piche · Valentin Thomas · Cyril Ibrahim · Yoshua Bengio · Christopher Pal |
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Poster
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Wed 14:30 |
On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization Xiangyi Chen · Sijia Liu · Ruoyu Sun · Mingyi Hong |
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Poster
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Wed 14:30 |
Per-Tensor Fixed-Point Quantization of the Back-Propagation Algorithm Charbel Sakr · Naresh Shanbhag |
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Poster
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Tue 9:00 |
ADef: an Iterative Algorithm to Construct Adversarial Deformations Rima Alaifari · Giovanni S Alberti · Tandri Gauksson |
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Poster
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Tue 9:00 |
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces Ali Farshchian · Juan Álvaro Gallego · Joseph Paul Cohen · Yoshua Bengio · Lee E Miller · Sara A Solla |