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215 Results
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Poster
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Thu 17:00 |
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning Ravichandra Addanki · Shaileshh Bojja Venkatakrishnan · Shreyan Gupta · Hongzi Mao · Mohammad Alizadeh |
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Poster
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Tue 17:30 |
Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering Biwei Huang · Kun Zhang · Pengtao Xie · Mingming Gong · Eric Xing · Clark Glymour |
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Poster
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Wed 10:45 |
Fast and Accurate Least-Mean-Squares Solvers Ibrahim Jubran · Alaa Maalouf · Dan Feldman |
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Poster
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Wed 10:45 |
Structured Graph Learning Via Laplacian Spectral Constraints Sandeep Kumar · Jiaxi Ying · José Vinícius de Miranda Cardoso · Daniel Palomar |
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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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Tue 17:30 |
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights Maria Jahja · David Farrow · Roni Rosenfeld · Ryan Tibshirani |
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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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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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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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Tue 10:45 |
Joint Optimization of Tree-based Index and Deep Model for Recommender Systems Han Zhu · Daqing Chang · Ziru Xu · Pengye Zhang · Xiang Li · Jie He · Han Li · Jian Xu · Kun Gai |
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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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Wed 17:00 |
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing Jonas Mueller · Vasilis Syrgkanis · Matt Taddy |