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220 Results
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Poster
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Wed 15:30 |
Optimal Algorithms for Stochastic Multi-Level Compositional Optimization Wei Jiang · Bokun Wang · Yibo Wang · Lijun Zhang · Tianbao Yang |
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Spotlight
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Wed 8:05 |
Optimal Algorithms for Stochastic Multi-Level Compositional Optimization Wei Jiang · Bokun Wang · Yibo Wang · Lijun Zhang · Tianbao Yang |
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Spotlight
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Tue 13:40 |
Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm Pini Zilber · Boaz Nadler |
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Spotlight
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Wed 14:35 |
Private Adaptive Optimization with Side information Tian Li · Manzil Zaheer · Sashank Jakkam Reddi · Virginia Smith |
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Poster
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Wed 15:30 |
Private Adaptive Optimization with Side information Tian Li · Manzil Zaheer · Sashank Jakkam Reddi · Virginia Smith |
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Poster
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Wed 15:30 |
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics Arindam Banerjee · Tiancong Chen · Xinyan Li · Yingxue Zhou |
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Spotlight
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Wed 7:50 |
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics Arindam Banerjee · Tiancong Chen · Xinyan Li · Yingxue Zhou |
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Spotlight
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Tue 14:05 |
AdaGrad Avoids Saddle Points Kimon Antonakopoulos · Panayotis Mertikopoulos · Georgios Piliouras · Xiao Wang |
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Poster
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Tue 15:30 |
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions Aaron Mishkin · Arda Sahiner · Mert Pilanci |
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Oral
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Thu 11:15 |
A Convergent and Dimension-Independent Min-Max Optimization Algorithm Vijay Keswani · Oren Mangoubi · Sushant Sachdeva · Nisheeth K. Vishnoi |
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Poster
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Tue 15:30 |
AdaGrad Avoids Saddle Points Kimon Antonakopoulos · Panayotis Mertikopoulos · Georgios Piliouras · Xiao Wang |
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Poster
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Thu 15:00 |
A Convergent and Dimension-Independent Min-Max Optimization Algorithm Vijay Keswani · Oren Mangoubi · Sushant Sachdeva · Nisheeth K. Vishnoi |