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Workshop
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Fri 12:15 |
A Bayesian Optimization Approach to Estimating Expected Match Time and Organ Quality in Kidney Exchange Naveen Durvasula |
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Poster
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Tue 9:00 |
Understanding Over-parameterization in Generative Adversarial Networks Yogesh Balaji · Mohammadmahdi Sajedi · Neha Kalibhat · Mucong Ding · Dominik Stöger · Mahdi Soltanolkotabi · Soheil Feizi |
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Poster
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Mon 17:00 |
Learning A Minimax Optimizer: A Pilot Study Jiayi Shen · Xiaohan Chen · Howard Heaton · Tianlong Chen · Jialin Liu · Wotao Yin · Zhangyang Wang |
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Poster
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Tue 17:00 |
Memory Optimization for Deep Networks Aashaka Shah · Chao-Yuan Wu · Jayashree Mohan · Vijay Chidambaram · Philipp Krähenbühl |
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Poster
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Mon 17:00 |
Optimal Regularization can Mitigate Double Descent Preetum Nakkiran · Prayaag Venkat · Sham M Kakade · Tengyu Ma |
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Poster
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Tue 17:00 |
The Importance of Pessimism in Fixed-Dataset Policy Optimization Jacob Buckman · Carles Gelada · Marc G Bellemare |
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Poster
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Thu 17:00 |
DynaTune: Dynamic Tensor Program Optimization in Deep Neural Network Compilation Minjia Zhang · Menghao Li · Chi Wang · Mingqin Li |
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Poster
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Tue 9:00 |
FairBatch: Batch Selection for Model Fairness Yuji Roh · Kangwook Lee · Steven Whang · Changho Suh |
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Poster
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Thu 1:00 |
Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning Namyeong Kwon · Hwidong Na · Gabriel Huang · Simon Lacoste-Julien |
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Poster
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Thu 17:00 |
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity Shaocong Ma · Ziyi Chen · Yi Zhou · Shaofeng Zou |
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Poster
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Tue 17:00 |
Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time Tolga Ergen · Mert Pilanci |
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Poster
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Tue 9:00 |
Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime Andrea Agazzi · Jianfeng Lu |