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160 Results
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Poster
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Thu 0:30 |
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning Hayeon Lee · Sewoong Lee · Song Chong · Sung Ju Hwang |
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Poster
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Thu 0:30 |
Meta-Learning for Relative Density-Ratio Estimation Atsutoshi Kumagai · Tomoharu Iwata · Yasuhiro Fujiwara |
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Spotlight
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Bayesian decision-making under misspecified priors with applications to meta-learning Max Simchowitz · Christopher Tosh · Akshay Krishnamurthy · Daniel Hsu · Thodoris Lykouris · Miro Dudik · Robert Schapire |
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Workshop
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Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD Chen Fan · Parikshit Ram · Sijia Liu |
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Poster
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Tue 8:30 |
Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability Alec Farid · Anirudha Majumdar |
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Poster
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Tue 8:30 |
Noether Networks: meta-learning useful conserved quantities Ferran Alet · Dylan Doblar · Allan Zhou · Josh Tenenbaum · Kenji Kawaguchi · Chelsea Finn |
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Poster
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Wed 0:30 |
Meta-Learning Sparse Implicit Neural Representations Jaeho Lee · Jihoon Tack · Namhoon Lee · Jinwoo Shin |
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Poster
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Tue 8:30 |
Bayesian decision-making under misspecified priors with applications to meta-learning Max Simchowitz · Christopher Tosh · Akshay Krishnamurthy · Daniel Hsu · Thodoris Lykouris · Miro Dudik · Robert Schapire |
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Poster
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Tue 8:30 |
Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis Qi CHEN · Changjian Shui · Mario Marchand |
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Poster
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Tue 16:30 |
Meta-learning with an Adaptive Task Scheduler Huaxiu Yao · Yu Wang · Ying Wei · Peilin Zhao · Mehrdad Mahdavi · Defu Lian · Chelsea Finn |
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Poster
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Tue 8:30 |
On sensitivity of meta-learning to support data Mayank Agarwal · Mikhail Yurochkin · Yuekai Sun |
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Workshop
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How to distribute data across tasks for meta-learning? Alexandru Cioba · Michael Bromberg · Qian Wang · RITWIK NIYOGI · Georgios Batzolis · Jezabel Garcia · Da-shan Shiu · Alberto Bernacchia |