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Poster
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Thu 9:00
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Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model
Raphaël Berthier · Francis Bach · Pierre Gaillard
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Poster
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Wed 9:00
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A convex optimization formulation for multivariate regression
Yunzhang Zhu
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Poster
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Tue 21:00
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Improved Algorithms for Convex-Concave Minimax Optimization
Yuanhao Wang · Jian Li
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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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Tue 9:00
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On ranking via sorting by estimated expected utility
Clement Calauzenes · Nicolas Usunier
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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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Thu 21:00
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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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Tue 21:00
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Optimal Query Complexity of Secure Stochastic Convex Optimization
Wei Tang · Chien-Ju Ho · Yang Liu
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Poster
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Tue 21:00
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Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization
Dmitry Kovalev · Adil Salim · Peter Richtarik
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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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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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