MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms
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2022 |
Kyono, Trent |
Bias and variance of the Bayesian-mean decoder
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2022 |
Prat-Carrabin, Arthur |
Efficient Combination of Rematerialization and Offloading for Training DNNs
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2022 |
Beaumont, Olivier |
Analytic Insights into Structure and Rank of Neural Network Hessian Maps
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2022 |
Singh, Sidak Pal |
Well-tuned Simple Nets Excel on Tabular Datasets
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2022 |
Kadra, Arlind |
Fair Algorithms for Multi-Agent Multi-Armed Bandits
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2022 |
Hossain, Safwan |
On the Stochastic Stability of Deep Markov Models
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2022 |
Drgona, Jan |
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints
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2022 |
Liu, Xin |
FINE Samples for Learning with Noisy Labels
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2022 |
Kim, Taehyeon |
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
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2022 |
Akbari, Hassan |
A Framework to Learn with Interpretation
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2022 |
Parekh, Jayneel |
On the Power of Differentiable Learning versus PAC and SQ Learning
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2022 |
Abbe, Emmanuel |
Dr Jekyll & Mr Hyde: the strange case of off-policy policy updates
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2022 |
Laroche, Romain |
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge
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2022 |
Ouhamma, Reda |
Adaptive Sampling for Minimax Fair Classification
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2022 |
Shekhar, Shubhanshu |
RL for Latent MDPs: Regret Guarantees and a Lower Bound
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2022 |
Kwon, Jeongyeol |
Variational Continual Bayesian Meta-Learning
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2022 |
Zhang, Qiang |
Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis
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2022 |
Park, Sangjoon |
CHIP: CHannel Independence-based Pruning for Compact Neural Networks
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2022 |
Sui, Yang |
Pointwise Bounds for Distribution Estimation under Communication Constraints
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2022 |
Chen, Wei-Ning |