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361 papers

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Papers

On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024 On Ranking-based Tests of Independence AISTATS 2024 On Tail Decay Rate Estimation of Loss Function Distributions JMLR 2024 On the Adversarial Robustness of Benjamini Hochberg NeurIPS 2024 On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024 Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime NeurIPS 2024 PAC-Bayes-Chernoff bounds for unbounded losses NeurIPS 2024 Partial identification of the maximum mean discrepancy with mismeasured data UAI 2024 Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024 Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024 Robust group and simultaneous inferences for high-dimensional single index model NeurIPS 2024 Statistical analysis for a penalized EM algorithm in high-dimensional mixture linear regression model JMLR 2024 Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NeurIPS 2024 Statistical Query Lower Bounds for Learning Truncated Gaussians COLT 2024 The Space Complexity of Approximating Logistic Loss NeurIPS 2024 Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NeurIPS 2024 Variance estimation in compound decision theory under boundedness NeurIPS 2024 (ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits COLT 2024 Adaptive False Discovery Rate Control with Privacy Guarantee JMLR 2023 A Permutation-Free Kernel Independence Test JMLR 2023 Combinatorial-Probabilistic Trade-Off: P-Values of Community Properties Test in the Stochastic Block Models ICLR 2023 Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries JMLR 2023 Effects of perceived gender on the perceived social function of laughter Interspeech 2023 Efficient median of means estimator COLT 2023 False Discovery Proportion control for aggregated Knockoffs NeurIPS 2023