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95 Results
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Poster
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Mon 18:30 |
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification Bikash Joshi · Massih R. Amini · Ioannis Partalas · Franck Iutzeler · Yury Maximov |
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Poster
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Wed 18:30 |
Learning with Bandit Feedback in Potential Games Amélie Héliou · Johanne Cohen · Panayotis Mertikopoulos |
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Poster
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Wed 18:30 |
Approximation Algorithms for -Low Rank Approximation Karl Bringmann · Pavel Kolev · David Woodruff |
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Poster
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Wed 18:30 |
Optimal Sample Complexity of M-wise Data for Top-K Ranking Minje Jang · Sunghyun Kim · Changho Suh · Sewoong Oh |
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Poster
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Mon 18:30 |
Model-Powered Conditional Independence Test Rajat Sen · Ananda Theertha Suresh · Karthikeyan Shanmugam · Alex Dimakis · Sanjay Shakkottai |
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Poster
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Tue 18:30 |
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee Alireza Aghasi · Afshin Abdi · Nam Nguyen · Justin Romberg |
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Poster
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Mon 18:30 |
A Bayesian Data Augmentation Approach for Learning Deep Models Toan Tran · Trung Pham · Gustavo Carneiro · Lyle Palmer · Ian Reid |
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Poster
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Tue 18:30 |
Robust Optimization for Non-Convex Objectives Robert S Chen · Brendan Lucier · Yaron Singer · Vasilis Syrgkanis |
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Poster
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Wed 18:30 |
The Scaling Limit of High-Dimensional Online Independent Component Analysis Chuang Wang · Yue Lu |
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Poster
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Mon 18:30 |
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval Gauri Jagatap · Chinmay Hegde |
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Poster
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Wed 18:30 |
Overcoming Catastrophic Forgetting by Incremental Moment Matching Sang-Woo Lee · Jin-Hwa Kim · Jaehyun Jun · Jung-Woo Ha · Byoung-Tak Zhang |