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Poster
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Tue 7:00 |
Manifold Identification for Ultimately Communication-Efficient Distributed Optimization Yu-Sheng Li · Wei-Lin Chiang · Ching-pei Lee |
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Poster
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Tue 7:00 |
FetchSGD: Communication-Efficient Federated Learning with Sketching Daniel Rothchild · Ashwinee Panda · Enayat Ullah · Nikita Ivkin · Ion Stoica · Vladimir Braverman · Joseph E Gonzalez · Raman Arora |
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Poster
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Tue 7:00 |
Scalable Nearest Neighbor Search for Optimal Transport Arturs Backurs · Yihe Dong · Piotr Indyk · Ilya Razenshteyn · Tal Wagner |
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Poster
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Tue 8:00 |
Is Local SGD Better than Minibatch SGD? Blake Woodworth · Kumar Kshitij Patel · Sebastian Stich · Zhen Dai · Brian Bullins · Brendan McMahan · Ohad Shamir · Nati Srebro |
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Poster
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Tue 9:00 |
Nearly Linear Row Sampling Algorithm for Quantile Regression Yi Li · Ruosong Wang · Lin Yang · Hanrui Zhang |
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Poster
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Tue 9:00 |
Fast OSCAR and OWL Regression via Safe Screening Rules Runxue Bao · Bin Gu · Heng Huang |
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Poster
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Tue 14:00 |
Extreme Multi-label Classification from Aggregated Labels Yanyao Shen · Hsiang-Fu Yu · Sujay Sanghavi · Inderjit Dhillon |
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Poster
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Wed 5:00 |
Moniqua: Modulo Quantized Communication in Decentralized SGD Yucheng Lu · Christopher De Sa |
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Poster
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Wed 5:00 |
Schatten Norms in Matrix Streams: Hello Sparsity, Goodbye Dimension Vladimir Braverman · Robert Krauthgamer · Aditya Krishnan · Roi Sinoff |
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Poster
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Wed 5:00 |
Don't Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript Fangcheng Fu · Yuzheng Hu · Yihan He · Jiawei Jiang · Yingxia Shao · Ce Zhang · Bin Cui |
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Poster
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Wed 8:00 |
Communication-Efficient Distributed PCA by Riemannian Optimization Long-Kai Huang · Jialin Pan |
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Poster
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Wed 8:00 |
On Coresets for Regularized Regression Rachit Chhaya · Supratim Shit · Anirban Dasgupta |