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178 Results
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Poster
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Tue 17:30 |
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products Tharun Kumar Reddy Medini · Qixuan Huang · Yiqiu Wang · Vijai Mohan · Anshumali Shrivastava |
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Poster
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Wed 10:45 |
HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs Naganand Yadati · Madhav Nimishakavi · Prateek Yadav · Vikram Nitin · Anand Louis · Partha Talukdar |
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Poster
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Wed 17:00 |
Expressive power of tensor-network factorizations for probabilistic modeling Ivan Glasser · Ryan Sweke · Nicola Pancotti · Jens Eisert · Ignacio Cirac |
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Poster
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Tue 10:45 |
Sobolev Independence Criterion Youssef Mroueh · Tom Sercu · Mattia Rigotti · Inkit Padhi · Cicero Nogueira dos Santos |
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Poster
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Tue 17:30 |
Large-scale optimal transport map estimation using projection pursuit Cheng Meng · Yuan Ke · Jingyi Zhang · Mengrui Zhang · Wenxuan Zhong · Ping Ma |
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Poster
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Thu 10:45 |
Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model Guodong Zhang · Lala Li · Zachary Nado · James Martens · Sushant Sachdeva · George Dahl · Chris Shallue · Roger Grosse |
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Poster
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Thu 17:00 |
Large Memory Layers with Product Keys Guillaume Lample · Alexandre Sablayrolles · Marc'Aurelio Ranzato · Ludovic Denoyer · Herve Jegou |
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Poster
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Thu 17:00 |
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao · Colin Wei · Adrien Gaidon · Nikos Arechiga · Tengyu Ma |
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Poster
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Wed 10:45 |
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models Linfeng Zhang · Zhanhong Tan · Jiebo Song · Jingwei Chen · Chenglong Bao · Kaisheng Ma |
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Poster
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Tue 17:30 |
On the Global Convergence of (Fast) Incremental Expectation Maximization Methods Belhal Karimi · Hoi-To Wai · Eric Moulines · Marc Lavielle |
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Poster
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Wed 17:00 |
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing Jonas Mueller · Vasilis Syrgkanis · Matt Taddy |
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Poster
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Tue 10:45 |
Likelihood-Free Overcomplete ICA and Applications In Causal Discovery Chenwei DING · Mingming Gong · Kun Zhang · Dacheng Tao |