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265 papers

Papers per year

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Papers

Robust group and simultaneous inferences for high-dimensional single index model NIPS 2024
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NIPS 2024
Covariate Shift Corrected Conditional Randomization Test NIPS 2024
Instance-Optimal Private Density Estimation in the Wasserstein Distance NIPS 2024
On the Adversarial Robustness of Benjamini Hochberg NIPS 2024
The Space Complexity of Approximating Logistic Loss NIPS 2024
Near-Optimality of Contrastive Divergence Algorithms NIPS 2024
Variance estimation in compound decision theory under boundedness NIPS 2024
Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance? NIPS 2024
Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024
On Ranking-based Tests of Independence AISTATS 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024
Equivalence Testing: The Power of Bounded Adaptivity AISTATS 2024
On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024
Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024
Nonparametric Inference under B-bits Quantization JMLR 2024
Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024
On Tail Decay Rate Estimation of Loss Function Distributions JMLR 2024
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms JMLR 2024
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling JMLR 2024
Data Thinning for Convolution-Closed Distributions JMLR 2024
Nonparametric Regression for 3D Point Cloud Learning JMLR 2024
Nonparametric Copula Models for Multivariate, Mixed, and Missing Data JMLR 2024
Statistical analysis for a penalized EM algorithm in high-dimensional mixture linear regression model JMLR 2024