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Hessian Eigenspectra of More Realistic Nonlinear Models NeurIPS 2021 How rotational invariance of common kernels prevents generalization in high dimensions ICML 2021 How to Gain on Power: Novel Conditional Independence Tests Based on Short Expansion of Conditional Mutual Information JMLR 2021 Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information NeurIPS 2021 Identity testing for Mallows model NeurIPS 2021 Improved Shrinkage Prediction under a Spiked Covariance Structure JMLR 2021 Improving Hashing Algorithms for Similarity Search via MLE and the Control Variates Trick ACML 2021 Inference In High-dimensional Single-Index Models Under Symmetric Designs JMLR 2021 Instance-optimal Mean Estimation Under Differential Privacy NeurIPS 2021 Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021 Kernel Thinning COLT 2021 Language Model Evaluation Beyond Perplexity ACL 2021 Learning Treatment Effects in Panels with General Intervention Patterns NeurIPS 2021 Maximum Mean Discrepancy Test is Aware of Adversarial Attacks ICML 2021 Measuring Biases of Word Embeddings: What Similarity Measures and Descriptive Statistics to Use? NAACL 2021 Minimax Estimation of Laplacian Constrained Precision Matrices AISTATS 2021 More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021 Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021 Newton Method over Networks is Fast up to the Statistical Precision ICML 2021 Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data NeurIPS 2021 On Estimating Recommendation Evaluation Metrics under Sampling AAAI 2021 On the Stability of System Rankings at WMT EMNLP 2021 Out of a Hundred Trials, How Many Errors Does Your Speaker Verifier Make? Interspeech 2021 PAPRIKA: Private Online False Discovery Rate Control ICML 2021 Pointwise Bounds for Distribution Estimation under Communication Constraints NeurIPS 2021