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196 Results
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Poster
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Thu 15:00 |
C-MinHash: Improving Minwise Hashing with Circulant Permutation Xiaoyun Li · Ping Li |
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Poster
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Thu 15:00 |
Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more Elad Tolochinksy · Ibrahim Jubran · Dan Feldman |
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Spotlight
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Tue 8:25 |
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks Zhuang Wang · Zhaozhuo Xu · Xinyu Wu · Anshumali Shrivastava · T. S. Eugene Ng |
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Poster
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Thu 15:00 |
Faster Fundamental Graph Algorithms via Learned Predictions Justin Chen · Sandeep Silwal · Ali Vakilian · Fred Zhang |
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Poster
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Wed 15:30 |
EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning Shay Vargaftik · Ran Ben Basat · Amit Portnoy · Gal Mendelson · Yaniv Ben Itzhak · Michael Mitzenmacher |
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Poster
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Tue 15:30 |
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks Zhuang Wang · Zhaozhuo Xu · Xinyu Wu · Anshumali Shrivastava · T. S. Eugene Ng |
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Spotlight
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Tue 10:50 |
Massively Parallel k-Means Clustering for Perturbation Resilient Instances Vincent Cohen-Addad · Vahab Mirrokni · Peilin Zhong |
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Spotlight
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Thu 8:40 |
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering Lorenzo Orecchia · Konstantinos Ameranis · Charalampos Tsourakakis · Kunal Talwar |
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Spotlight
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Thu 11:40 |
SPDY: Accurate Pruning with Speedup Guarantees Elias Frantar · Dan Alistarh |
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Spotlight
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Thu 11:25 |
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees Osman Asif Malik |
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Oral
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Tue 13:15 |
Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes Insu Han · Mike Gartrell · Elvis Dohmatob · Amin Karbasi |
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Poster
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Tue 15:30 |
Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes Insu Han · Mike Gartrell · Elvis Dohmatob · Amin Karbasi |