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Poster
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Thu 18:30
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Adaptive Regret of Convex and Smooth Functions
Lijun Zhang · Tie-Yan Liu · Zhi-Hua Zhou
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Poster
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Wed 18:30
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A Dynamical Systems Perspective on Nesterov Acceleration
Michael Muehlebach · Michael Jordan
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Poster
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Thu 18:30
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Sequential Facility Location: Approximate Submodularity and Greedy Algorithm
Ehsan Elhamifar
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Poster
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Wed 18:30
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Random Shuffling Beats SGD after Finite Epochs
Jeff HaoChen · Suvrit Sra
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Poster
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Tue 18:30
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Acceleration of SVRG and Katyusha X by Inexact Preconditioning
Yanli Liu · Fei Feng · Wotao Yin
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Poster
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Tue 18:30
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Sublinear Time Nearest Neighbor Search over Generalized Weighted Space
Yifan Lei · Qiang Huang · Mohan Kankanhalli · Anthony Tung
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Poster
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Wed 18:30
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Optimal Mini-Batch and Step Sizes for SAGA
Nidham Gazagnadou · Robert Gower · Joseph Salmon
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Poster
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Tue 18:30
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SAGA with Arbitrary Sampling
Xun Qian · Zheng Qu · Peter Richtarik
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Poster
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Wed 18:30
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Robust Learning from Untrusted Sources
Nikola Konstantinov · Christoph H. Lampert
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Poster
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Thu 18:30
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Scaling Up Ordinal Embedding: A Landmark Approach
Jesse Anderton · Javed Aslam
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Workshop
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Sat 16:30
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Contributed Talk: Improving Relevance Prediction with Transfer Learning in Large-scale Retrieval Systems
Ruoxi Wang
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Poster
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Wed 18:30
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SGD without Replacement: Sharper Rates for General Smooth Convex Functions
Dheeraj Nagaraj · Prateek Jain · Praneeth Netrapalli
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