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2022 |
Sokota, Samuel |
| Efficient and Accurate Gradients for Neural SDEs
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2022 |
Kidger, Patrick |
| Bandit Phase Retrieval
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2022 |
Lattimore, Tor |
| Lower Bounds on Metropolized Sampling Methods for Well-Conditioned Distributions
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2022 |
Lee, Yin Tat |
| Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning
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2022 |
Zhang, Xin |
| An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence
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2022 |
Kristiadi, Agustinus |
| Backdoor Attack with Imperceptible Input and Latent Modification
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2022 |
Doan, Khoa |
| SOPE: Spectrum of Off-Policy Estimators
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2022 |
Yuan, Christina |
| Label-Imbalanced and Group-Sensitive Classification under Overparameterization
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2022 |
Kini, Ganesh Ramachandra |
| Strategic Behavior is Bliss: Iterative Voting Improves Social Welfare
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2022 |
Kavner, Joshua |
| Adapting to function difficulty and growth conditions in private optimization
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2022 |
Asi, Hilal |
| Tighter Expected Generalization Error Bounds via Wasserstein Distance
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2022 |
Rodríguez Gálvez, Borja |
| Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time
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2022 |
Nasery, Anshul |
| Bayesian Optimization with High-Dimensional Outputs
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2022 |
Maddox, Wesley J |
| Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering
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2022 |
Sitzmann, Vincent |
| Exploiting a Zoo of Checkpoints for Unseen Tasks
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2022 |
Huang, Jiaji |
| Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach
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2022 |
Wu, Qitian |
| Stochastic bandits with groups of similar arms.
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2022 |
Pesquerel, Fabien |
| SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios
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2022 |
Kothawade, Suraj |
| Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families
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2022 |
Rajendran, Goutham |
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