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24 Results
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Poster
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Wed 1:00 |
Byzantine-Resilient Non-Convex Stochastic Gradient Descent Zeyuan Allen-Zhu · Faeze Ebrahimianghazani · Jerry Li · Dan Alistarh |
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Poster
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Wed 1:00 |
A Better Alternative to Error Feedback for Communication-Efficient Distributed Learning Samuel Horváth · Peter Richtarik |
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Poster
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Mon 9:00 |
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks Timothy Castiglia · Anirban Das · Stacy Patterson |
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Poster
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Wed 17:00 |
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Sang Michael Xie · Ananya Kumar · Robbie Jones · Fereshte Khani · Tengyu Ma · Percy Liang |
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Poster
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Tue 17:00 |
A Temporal Kernel Approach for Deep Learning with Continuous-time Information Da Xu · Chuanwei Ruan · evren korpeoglu · Sushant Kumar · kannan achan |
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Poster
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Mon 9:00 |
Effective Distributed Learning with Random Features: Improved Bounds and Algorithms Yong Liu · Jiankun Liu · Shuqiang Wang |
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Poster
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Wed 1:00 |
New Bounds For Distributed Mean Estimation and Variance Reduction Peter Davies · Vijaykrishna Gurunathan · Niusha Moshrefi · Saleh Ashkboos · Dan Alistarh |
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Poster
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Tue 17:00 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Oral
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Mon 21:21 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Poster
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Mon 9:00 |
Adaptive Federated Optimization Sashank Reddi · Zachary Charles · Manzil Zaheer · Zachary Garrett · Keith Rush · Jakub Konečný · Sanjiv Kumar · H. Brendan McMahan |
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Spotlight
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Mon 14:00 |
Predicting Infectiousness for Proactive Contact Tracing Yoshua Bengio · Prateek Gupta · Tegan Maharaj · Nasim Rahaman · Martin Weiss · Tristan Deleu · Eilif B Muller · Meng Qu · victor schmidt · Pierre-luc St-charles · hannah alsdurf · Olexa Bilaniuk · david buckeridge · Gaétan Marceau Caron · pierre carrier · Joumana Ghosn · satya gagne · Chris J Pal · Irina Rish · Bernhard Schoelkopf · abhinav sharma · Jian Tang · Andrew Williams |
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Poster
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Mon 1:00 |
Predicting Infectiousness for Proactive Contact Tracing Yoshua Bengio · Prateek Gupta · Tegan Maharaj · Nasim Rahaman · Martin Weiss · Tristan Deleu · Eilif B Muller · Meng Qu · victor schmidt · Pierre-luc St-charles · hannah alsdurf · Olexa Bilaniuk · david buckeridge · Gaétan Marceau Caron · pierre carrier · Joumana Ghosn · satya gagne · Chris J Pal · Irina Rish · Bernhard Schoelkopf · abhinav sharma · Jian Tang · Andrew Williams |