Spotlight
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Thu 20:10
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SGD with shuffling: optimal rates without component convexity and large epoch requirements
Kwangjun Ahn · Chulhee Yun · Suvrit Sra
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Poster
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Thu 9:00
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Understanding spiking networks through convex optimization
Allan Mancoo · Sander Keemink · Christian Machens
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Spotlight
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Tue 8:10
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On ranking via sorting by estimated expected utility
Clement Calauzenes · Nicolas Usunier
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Poster
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Tue 9:00
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On ranking via sorting by estimated expected utility
Clement Calauzenes · Nicolas Usunier
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Workshop
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Fri 15:30
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Contributed Video: Convex Programs for Global Optimization of Convolutional Neural Networks in Polynomial-Time, Tolga Ergen
Tolga Ergen
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Poster
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Wed 9:00
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Convex optimization based on global lower second-order models
Nikita Doikov · Yurii Nesterov
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Oral
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Wed 6:45
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Convex optimization based on global lower second-order models
Nikita Doikov · Yurii Nesterov
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Poster
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Wed 21:00
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Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition
Lin Chen · Qian Yu · Hannah Lawrence · Amin Karbasi
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Workshop
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Fri 12:00
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Convex Optimization for Blind Source Separation on a Statistical Manifold
Simon Luo · lamiae azizi · Mahito Sugiyama
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Poster
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Wed 9:00
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An efficient nonconvex reformulation of stagewise convex optimization problems
Rudy Bunel · Oliver Hinder · Srinadh Bhojanapalli · Krishnamurthy Dvijotham
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Poster
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Thu 9:00
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Can Implicit Bias Explain Generalization? Stochastic Convex Optimization as a Case Study
Assaf Dauber · Meir Feder · Tomer Koren · Roi Livni
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Poster
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Thu 21:00
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Online Convex Optimization Over Erdos-Renyi Random Networks
Jinlong Lei · Peng Yi · Yiguang Hong · Jie Chen · Guodong Shi
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