| On sensitivity of meta-learning to support data
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2022 |
Agarwal, Mayank |
| Interesting Object, Curious Agent: Learning Task-Agnostic Exploration
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2022 |
Parisi, Simone |
| SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement
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2022 |
Qin, Heyang |
| STORM+: Fully Adaptive SGD with Recursive Momentum for Nonconvex Optimization
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2022 |
Levy, Kfir |
| Safe Policy Optimization with Local Generalized Linear Function Approximations
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2022 |
Wachi, Akifumi |
| Exponential Separation between Two Learning Models and Adversarial Robustness
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2022 |
Gluch, Grzegorz |
| Efficient Online Estimation of Causal Effects by Deciding What to Observe
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2022 |
Gupta, Shantanu |
| Perturbation Theory for the Information Bottleneck
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2022 |
Ngampruetikorn, Vudtiwat |
| Deconvolutional Networks on Graph Data
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2022 |
Li, Jia |
| Duplex Sequence-to-Sequence Learning for Reversible Machine Translation
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2022 |
Zheng, Zaixiang |
| Provably Efficient Causal Reinforcement Learning with Confounded Observational Data
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2022 |
Wang, Lingxiao |
| The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers
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2022 |
Latorre, Fabian |
| BCORLE(λ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market
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2022 |
Zhang, Yang |
| Differentiable rendering with perturbed optimizers
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2022 |
Le Lidec, Quentin |
| Nested Variational Inference
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2022 |
Zimmermann, Heiko |
| A Convergence Analysis of Gradient Descent on Graph Neural Networks
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2022 |
Awasthi, Pranjal |
| Implicit Regularization in Matrix Sensing via Mirror Descent
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2022 |
Wu, Fan |
| Auditing Black-Box Prediction Models for Data Minimization Compliance
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2022 |
Rastegarpanah, Bashir |
| Relaxed Marginal Consistency for Differentially Private Query Answering
|
2022 |
McKenna, Ryan |
| Generative Occupancy Fields for 3D Surface-Aware Image Synthesis
|
2022 |
XU, Xudong |
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