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71 Results
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Poster
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Wed 9:00 |
Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li · Mikhail Khodak · Nina Balcan · Ameet Talwalkar |
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Spotlight
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Mon 11:45 |
Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li · Mikhail Khodak · Nina Balcan · Ameet Talwalkar |
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Poster
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Mon 17:00 |
Benefit of deep learning with non-convex noisy gradient descent: Provable excess risk bound and superiority to kernel methods Taiji Suzuki · Akiyama Shunta |
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Spotlight
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Wed 5:15 |
Benefit of deep learning with non-convex noisy gradient descent: Provable excess risk bound and superiority to kernel methods Taiji Suzuki · Akiyama Shunta |
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Spotlight
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Mon 13:40 |
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang · Yulia Tsvetkov · Orhan Firat · Yuan Cao |
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Poster
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Thu 9:00 |
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang · Yulia Tsvetkov · Orhan Firat · Yuan Cao |
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Poster
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Mon 17:00 |
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning Shauharda Khadka · Estelle Aflalo · Mattias Marder · Avrech Ben-David · Santiago Miret · Shie Mannor · Tamir Hazan · Hanlin Tang · Somdeb Majumdar |
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Poster
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Tue 17:00 |
Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization Michael Zhang · Thomas Paine · Ofir Nachum · Cosmin Paduraru · George Tucker · ziyu wang · Mohammad Norouzi |
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Poster
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Wed 1:00 |
Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization Tatsuya Matsushima · Hiroki Furuta · Yutaka Matsuo · Ofir Nachum · Shixiang Gu |
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Poster
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Tue 17:00 |
Generating Adversarial Computer Programs using Optimized Obfuscations Shashank Srikant · Sijia Liu · Tamara Mitrovska · Shiyu Chang · Quanfu Fan · Gaoyuan Zhang · Una-May O'Reilly |
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Poster
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Mon 9:00 |
Extracting Strong Policies for Robotics Tasks from Zero-Order Trajectory Optimizers Cristina Pinneri · Shambhuraj Sawant · Sebastian Blaes · Georg Martius |