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The 2021 schedule is still incomplete
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Oral
Tue May 04 07:00 PM -- 07:15 PM (PDT)
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients
In Oral Session 6
Brenden Petersen · Mikel Landajuela Larma · Terrell N Mundhenk · Claudio Santiago · Soo Kim · Joanne Kim
[ Paper ]
Spotlight
Tue May 04 07:15 PM -- 07:25 PM (PDT)
DDPNOpt: Differential Dynamic Programming Neural Optimizer
In Oral Session 6
Guan-Horng Liu · Tianrong Chen · Evangelos Theodorou
[ Paper ]
Spotlight
Tue May 04 07:25 PM -- 07:35 PM (PDT)
Orthogonalizing Convolutional Layers with the Cayley Transform
In Oral Session 6
Asher Trockman · Zico Kolter
[ Paper ]
Spotlight
Tue May 04 07:35 PM -- 07:45 PM (PDT)
Model-Based Visual Planning with Self-Supervised Functional Distances
In Oral Session 6
Stephen Tian · Suraj Nair · Frederik Ebert · Sudeep Dasari · Benjamin Eysenbach · Chelsea Finn · Sergey Levine
[ Paper ]
Q&A
Tue May 04 07:45 PM -- 07:55 PM (PDT)
Q&A
In Oral Session 6
Oral
Tue May 04 07:55 PM -- 08:10 PM (PDT)
Global Convergence of Three-layer Neural Networks in the Mean Field Regime
In Oral Session 6
Huy Tuan Pham · Phan-Minh Nguyen
[ Paper ]
Spotlight
Tue May 04 08:10 PM -- 08:20 PM (PDT)
Minimum Width for Universal Approximation
In Oral Session 6
Sejun Park · Chulhee Yun · Jaeho Lee · Jinwoo Shin
[ Paper ]
Spotlight
Tue May 04 08:20 PM -- 08:30 PM (PDT)
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors
In Oral Session 6
Yu Sun · Jiaming Liu · Yiran Sun · Brendt Wohlberg · Ulugbek Kamilov
[ Paper ]
Spotlight
Tue May 04 08:30 PM -- 08:40 PM (PDT)
Individually Fair Gradient Boosting
In Oral Session 6
Alexander Vargo · Fan Zhang · Mikhail Yurochkin · Yuekai Sun
[ Paper ]
Spotlight
Tue May 04 08:40 PM -- 08:50 PM (PDT)
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
In Oral Session 6
Zhen Qin · Le Yan · Honglei Zhuang · Yi Tay · Rama Kumar Pasumarthi · Xuanhui Wang · Michael Bendersky · Marc Najork
[ Paper ]
Q&A
Tue May 04 08:50 PM -- 09:03 PM (PDT)
Q&A
In Oral Session 6
Oral
Tue May 04 09:03 PM -- 09:18 PM (PDT)
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity
In Oral Session 6
Jang-Hyun Kim · Wonho Choo · Hosan Jeong · Hyun Oh Song
[ Paper ]
Oral
Tue May 04 09:18 PM -- 09:33 PM (PDT)
MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training
In Oral Session 6
Beidi Chen · Zichang Liu · Binghui Peng · Zhaozhuo Xu · Jonathan L Li · Tri Dao · Zhao Song · Anshumali Shrivastava · Christopher Re
[ Paper ]
Spotlight
Tue May 04 09:33 PM -- 09:43 PM (PDT)
Locally Free Weight Sharing for Network Width Search
In Oral Session 6
Xiu Su · Shan You · Tao Huang · Fei Wang · Chen Qian · Changshui Zhang · Chang Xu
[ Paper ]
Spotlight
Tue May 04 09:43 PM -- 09:53 PM (PDT)
Memory Optimization for Deep Networks
In Oral Session 6
Aashaka Shah · Chao-Yuan Wu · Jayashree Mohan · Vijay Chidambaram · Philipp Krähenbühl
[ Paper ]
Spotlight
Tue May 04 09:53 PM -- 10:03 PM (PDT)
Neural Topic Model via Optimal Transport
In Oral Session 6
He Zhao · Dinh Phung · Viet Huynh · Trung Le · Wray Buntine
[ Paper ]
Q&A
Tue May 04 10:03 PM -- 10:16 PM (PDT)
Q&A
In Oral Session 6