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684 directly classified papers

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Papers

Byzantine-Robust Federated Learning with Optimal Statistical Rates AISTATS 2023
Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning JMLR 2023
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions AISTATS 2023
Density Ratio Estimation and Neyman Pearson Classification with Missing Data AISTATS 2023
Precision/Recall on Imbalanced Test Data AISTATS 2023
FastAMI – a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics AAAI 2023
Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing JMLR 2023
Inference on the Change Point under a High Dimensional Covariance Shift JMLR 2023
A Permutation-Free Kernel Independence Test JMLR 2023
$p$-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison NIPS 2023
Selection by Prediction with Conformal p-values JMLR 2023
A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging NIPS 2023
Analysis of Mean Opinion Scores in Subjective Evaluation of Synthetic Speech Based on Tail Probabilities INTERSPEECH 2023
Coherence Estimation Tracks Auditory Attention in Listeners with Hearing Impairment INTERSPEECH 2023
Influence Diagnostics under Self-concordance AISTATS 2023
Nearest-Neighbor Sampling Based Conditional Independence Testing AAAI 2023
Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023
Distributional Offline Policy Evaluation with Predictive Error Guarantees ICML 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case ICML 2023
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023
Learning Functional Distributions with Private Labels ICML 2023
Neural Dependencies Emerging From Learning Massive Categories CVPR 2023
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
A Model-free Closeness-of-influence Test for Features in Supervised Learning ICML 2023
Proper Scoring Rules for Survival Analysis ICML 2023