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684 papers

Papers per year

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46
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Papers

Minimax Estimation of Laplacian Constrained Precision Matrices AISTATS 2021
Kernel Thinning COLT 2021
What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think EMNLP 2021
Expected Validation Performance and Estimation of a Random Variable’s Maximum EMNLP 2021
Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations EMNLP 2021
Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings EMNLP 2021
On the Stability of System Rankings at WMT EMNLP 2021
Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies ICML 2021
Consistent regression when oblivious outliers overwhelm ICML 2021
Newton Method over Networks is Fast up to the Statistical Precision ICML 2021
Diffusion Source Identification on Networks with Statistical Confidence ICML 2021
How rotational invariance of common kernels prevents generalization in high dimensions ICML 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021
Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning ICML 2021
Maximum Mean Discrepancy Test is Aware of Adversarial Attacks ICML 2021
Detecting Rewards Deterioration in Episodic Reinforcement Learning ICML 2021
Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient ICML 2021
Bootstrapping Fitted Q-Evaluation for Off-Policy Inference ICML 2021
Compressed Maximum Likelihood ICML 2021
Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free ICML 2021
Detection of Signal in the Spiked Rectangular Models ICML 2021
Asymptotics of Ridge Regression in Convolutional Models ICML 2021
More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021
Robust Inference for High-Dimensional Linear Models via Residual Randomization ICML 2021
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021