| Distributional Reinforcement Learning for Multi-Dimensional Reward Functions
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2022 |
Zhang, Pushi |
| Grounding Representation Similarity Through Statistical Testing
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2022 |
Ding, Frances |
| Smooth Bilevel Programming for Sparse Regularization
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2022 |
Poon, Clarice |
| Think Big, Teach Small: Do Language Models Distil Occam’s Razor?
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2022 |
Jaimovitch-Lopez, Gonzalo |
| Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation
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2022 |
Acuna, David |
| Reliable Decisions with Threshold Calibration
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2022 |
Sahoo, Roshni |
| There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning
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2022 |
Grinsztajn, Nathan |
| Online Multi-Armed Bandits with Adaptive Inference
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2022 |
Dimakopoulou, Maria |
| TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification
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2022 |
Liao, Shengcai |
| INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding
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2022 |
Liu, Shuwen |
| Optimal Rates for Random Order Online Optimization
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2022 |
Sherman, Uri |
| Improving Conditional Coverage via Orthogonal Quantile Regression
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2022 |
Feldman, Shai |
| Multi-view Contrastive Graph Clustering
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2022 |
Pan, ErLin |
| Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability
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2022 |
Farid, Alec |
| On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method
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2022 |
Zhang, Junyu |
| Explaining Hyperparameter Optimization via Partial Dependence Plots
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2022 |
Moosbauer, Julia |
| A Gang of Adversarial Bandits
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2022 |
Herbster, Mark |
| Circa: Stochastic ReLUs for Private Deep Learning
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2022 |
Ghodsi, Zahra |
| Robustifying Algorithms of Learning Latent Trees with Vector Variables
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2022 |
Zhang, Fengzhuo |
| A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning
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2022 |
Zhao, Mingde |
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