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73 Results
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Oral
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Wed 8:00 |
Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes Dan Garber · Dan Garber · Ofer Meshi |
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Poster
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Wed 9:00 |
Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes Dan Garber · Dan Garber · Ofer Meshi |
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Poster
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Mon 9:00 |
Scaled Least Squares Estimator for GLMs in Large-Scale Problems Murat Erdogdu · Lee H Dicker · Mohsen Bayati |
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Poster
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Tue 9:00 |
Stochastic Gradient Methods for Distributionally Robust Optimization with f-divergences Hongseok Namkoong · John Duchi |
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Poster
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Tue 9:00 |
NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization Davood Hajinezhad · Mingyi Hong · Tuo Zhao · Zhaoran Wang |
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Poster
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Wed 9:00 |
Scalable Adaptive Stochastic Optimization Using Random Projections Gabriel Krummenacher · Brian McWilliams · Yannic Kilcher · Joachim M Buhmann · Nicolai Meinshausen |
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Poster
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Wed 9:00 |
An Efficient Streaming Algorithm for the Submodular Cover Problem Ashkan Norouzi-Fard · Abbas Bazzi · Ilija Bogunovic · Marwa El Halabi · Ya-Ping Hsieh · Volkan Cevher |
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Poster
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Wed 9:00 |
Unsupervised Learning from Noisy Networks with Applications to Hi-C Data Bo Wang · Junjie Zhu · Armin Pourshafeie · Oana Ursu · Serafim Batzoglou · Anshul Kundaje |
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Poster
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Mon 9:00 |
A Multi-Batch L-BFGS Method for Machine Learning Albert Berahas · Jorge Nocedal · Martin Takac |
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Poster
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Mon 9:00 |
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models Amin Jalali · Qiyang Han · Ioana Dumitriu · Maryam Fazel |
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Poster
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Mon 9:00 |
Learning brain regions via large-scale online structured sparse dictionary learning Elvis DOHMATOB · Arthur Mensch · Gael Varoquaux · Bertrand Thirion |
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Poster
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Wed 9:00 |
Asynchronous Parallel Greedy Coordinate Descent Yang You · Xiangru Lian · Ji Liu · Hsiang-Fu Yu · Inderjit Dhillon · James Demmel · Cho-Jui Hsieh |