| Offline RL Without Off-Policy Evaluation
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2022 |
Brandfonbrener, David |
| Continuous vs. Discrete Optimization of Deep Neural Networks
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2022 |
Elkabetz, Omer |
| Can contrastive learning avoid shortcut solutions?
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2022 |
Robinson, Joshua |
| Matrix encoding networks for neural combinatorial optimization
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2022 |
Kwon, Yeong-Dae |
| Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations
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2022 |
Hsu, Joy |
| Continuous Latent Process Flows
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2022 |
Deng, Ruizhi |
| Domain Invariant Representation Learning with Domain Density Transformations
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2022 |
Nguyen, A. Tuan |
| Blending Anti-Aliasing into Vision Transformer
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2022 |
Qian, Shengju |
| Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks
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2022 |
Fallah, Alireza |
| Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems
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2022 |
Dutta, Subhabrata |
| Similarity and Matching of Neural Network Representations
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2022 |
Csiszárik, Adrián |
| On the Variance of the Fisher Information for Deep Learning
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2022 |
Soen, Alexander |
| Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning
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2022 |
Chung, Hyunsoo |
| CrypTen: Secure Multi-Party Computation Meets Machine Learning
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2022 |
Knott, Brian |
| Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions
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2022 |
Carderera, Alejandro |
| Automatic Data Augmentation for Generalization in Reinforcement Learning
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2022 |
Raileanu, Roberta |
| Center Smoothing: Certified Robustness for Networks with Structured Outputs
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2022 |
Kumar, Aounon |
| Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex
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2022 |
Conwell, Colin |
| A Topological Perspective on Causal Inference
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2022 |
Ibeling, Duligur |
| Parameter Inference with Bifurcation Diagrams
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2022 |
Szep, Gregory |
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