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40 Results
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Poster
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Wed 17:00 |
Data-driven Estimation of Sinusoid Frequencies Gautier Izacard · Sreyas Mohan · Carlos Fernandez-Granda |
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Poster
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Thu 17:00 |
Oblivious Sampling Algorithms for Private Data Analysis Olga Ohrimenko · Sajin Sasy |
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Poster
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Wed 10:45 |
A Necessary and Sufficient Stability Notion for Adaptive Generalization Moshe Shenfeld · Katrina Ligett |
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Poster
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Thu 17:00 |
Private Learning Implies Online Learning: An Efficient Reduction Alon Gonen · Elad Hazan · Shay Moran |
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Poster
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Thu 17:00 |
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors Janardhan Kulkarni · Olga Ohrimenko · Bolin Ding · Sergey Yekhanin · Joshua Allen · Harsha Nori |
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Poster
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Thu 10:45 |
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data Qian Lou · Lei Jiang |
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Poster
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Tue 10:45 |
Learning low-dimensional state embeddings and metastable clusters from time series data Yifan Sun · Yaqi Duan · Hao Gong · Mengdi Wang |
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Poster
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Thu 17:00 |
Making AI Forget You: Data Deletion in Machine Learning Antonio Ginart · Melody Guan · Gregory Valiant · James Zou |
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Poster
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Wed 10:45 |
Limits of Private Learning with Access to Public Data Raef Bassily · Shay Moran · Noga Alon |
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Poster
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Thu 10:45 |
Zero-shot Knowledge Transfer via Adversarial Belief Matching Paul Micaelli · Amos Storkey |
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Poster
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Tue 10:45 |
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments Vasilis Syrgkanis · Victor Lei · Miruna Oprescu · Maggie Hei · Keith Battocchi · Greg Lewis |
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Poster
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Wed 17:00 |
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui · Yanwei Fu · David Crandall |