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Poster
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Tue 14:00 |
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes Nhuong Nguyen · Toan Nguyen · PHUONG HA NGUYEN · Quoc Tran-Dinh · Lam Nguyen · Marten van Dijk |
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Poster
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Tue 14:00 |
Sharp Analysis of a Simple Model for Random Forests Jason Klusowski |
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Poster
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Tue 14:00 |
A constrained risk inequality for general losses John Duchi · Feng Ruan |
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Poster
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Tue 14:00 |
Generalization of Quasi-Newton Methods: Application to Robust Symmetric Multisecant Updates Damien Scieur · Lewis Liu · Thomas Pumir · Nicolas Boumal |
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Poster
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Tue 14:00 |
SONIA: A Symmetric Blockwise Truncated Optimization Algorithm Majid Jahani · MohammadReza Nazari · Rachael Tappenden · Albert Berahas · Martin Takac |
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Poster
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Tue 18:30 |
Generalization Bounds for Stochastic Saddle Point Problems Junyu Zhang · Mingyi Hong · Mengdi Wang · Shuzhong Zhang |
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Poster
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Tue 18:30 |
Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization Peiyuan Zhang · Antonio Orvieto · Hadi Daneshmand · Thomas Hofmann · Roy S. Smith |
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Poster
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Wed 6:00 |
Anderson acceleration of coordinate descent Quentin Bertrand · Mathurin Massias |
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Poster
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Wed 6:00 |
Kernel Distributionally Robust Optimization: Generalized Duality Theorem and Stochastic Approximation Jia-Jie Zhu · Wittawat Jitkrittum · Moritz Diehl · Bernhard Schölkopf |
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Poster
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Wed 6:00 |
Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms Alicia Curth · Mihaela van der Schaar |
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Poster
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Wed 6:00 |
A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free! Dmitry Kovalev · Anastasia Koloskova · Martin Jaggi · Peter Richtarik · Sebastian Stich |
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Poster
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Wed 6:00 |
Differentiating the Value Function by using Convex Duality Sheheryar Mehmood · Peter Ochs |