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264 directly classified papers

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Papers

A two-scale Complexity Measure for Deep Learning Models NIPS 2024
Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024
Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024
On Ranking-based Tests of Independence AISTATS 2024
On the Adversarial Robustness of Benjamini Hochberg NIPS 2024
Nonparametric Regression for 3D Point Cloud Learning JMLR 2024
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime NIPS 2024
Differentially Private Equivalence Testing for Continuous Distributions and Applications NIPS 2024
Robust group and simultaneous inferences for high-dimensional single index model NIPS 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
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NIPS 2024
Nonparametric Inference under B-bits Quantization JMLR 2024
On Tail Decay Rate Estimation of Loss Function Distributions JMLR 2024
Instance-Optimal Private Density Estimation in the Wasserstein Distance NIPS 2024
Covariate Shift Corrected Conditional Randomization Test NIPS 2024
Nonparametric Copula Models for Multivariate, Mixed, and Missing Data JMLR 2024
Near-Optimality of Contrastive Divergence Algorithms NIPS 2024
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling JMLR 2024
Variance estimation in compound decision theory under boundedness NIPS 2024
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound NIPS 2024
PAC-Bayes-Chernoff bounds for unbounded losses NIPS 2024
On Differentially Private U Statistics NIPS 2024
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NIPS 2024