Unsupervised Part Discovery from Contrastive Reconstruction
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2022 |
Choudhury, Subhabrata |
Towards Sample-efficient Overparameterized Meta-learning
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2022 |
Sun, Yue |
CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method
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2022 |
Kim, Guhyun |
Implicit Sparse Regularization: The Impact of Depth and Early Stopping
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2022 |
Li, Jiangyuan |
On the Sample Complexity of Privately Learning Axis-Aligned Rectangles
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2022 |
Sadigurschi, Menachem |
No-regret Online Learning over Riemannian Manifolds
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2022 |
Wang, Xi |
Efficient Generalization with Distributionally Robust Learning
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2022 |
Ghosh, Soumyadip |
Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning
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2022 |
Kim, Junsu |
Conditional Generation Using Polynomial Expansions
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2022 |
Chrysos, Grigorios |
Continual World: A Robotic Benchmark For Continual Reinforcement Learning
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2022 |
Wołczyk, Maciej |
Post-Contextual-Bandit Inference
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2022 |
Bibaut, Aurelien |
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme
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2022 |
Li, Shaojie |
Topographic VAEs learn Equivariant Capsules
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2022 |
Keller, T. Anderson |
Adversarially robust learning for security-constrained optimal power flow
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2022 |
Donti, Priya |
Breaking the centralized barrier for cross-device federated learning
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2022 |
Karimireddy, Sai Praneeth |
Online Convex Optimization with Continuous Switching Constraint
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2022 |
Wang, Guanghui |
Achieving Rotational Invariance with Bessel-Convolutional Neural Networks
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2022 |
Delchevalerie, Valentin |
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
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2022 |
Yang, Junhan |
A Universal Law of Robustness via Isoperimetry
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2022 |
Bubeck, Sebastien |
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance
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2022 |
Salgia, Sudeep |