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Poster
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Wed 9:00
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Local Minimax Complexity of Stochastic Convex Optimization
sabyasachi chatterjee · John Duchi · John Lafferty · Yuancheng Zhu
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Poster
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Mon 9:00
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Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization
Sashank J. Reddi · Suvrit Sra · Barnabas Poczos · Alexander Smola
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Poster
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Tue 9:00
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A primal-dual method for conic constrained distributed optimization problems
Necdet Serhat Aybat · Erfan Yazdandoost Hamedani
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Poster
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Wed 9:00
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Dimension-Free Iteration Complexity of Finite Sum Optimization Problems
Yossi Arjevani · Ohad Shamir
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Poster
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Tue 9:00
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Efficient Second Order Online Learning by Sketching
Haipeng Luo · Alekh Agarwal · Nicolò Cesa-Bianchi · John Langford
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Poster
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Wed 9:00
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Stochastic Online AUC Maximization
Yiming Ying · Longyin Wen · Siwei Lyu
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Oral
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Wed 3:00
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Stochastic Online AUC Maximization
Yiming Ying · Longyin Wen · Siwei Lyu
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Poster
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Tue 9:00
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Fast Active Set Methods for Online Spike Inference from Calcium Imaging
Johannes Friedrich · Liam Paninski
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Poster
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Tue 9:00
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Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than
Yi Xu · Yan Yan · Qihang Lin · Tianbao Yang
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Poster
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Mon 9:00
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On Regularizing Rademacher Observation Losses
Richard Nock
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Poster
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Tue 9:00
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Agnostic Estimation for Misspecified Phase Retrieval Models
Matey Neykov · Zhaoran Wang · Han Liu
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Poster
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Mon 9:00
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A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order
Xiangru Lian · Huan Zhang · Cho-Jui Hsieh · Yijun Huang · Ji Liu
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