conftrace_

central limit theorem

19 papers

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Also known as

CLT

Co-occurring keywords

differential privacy (1016) linear stochastic approximation (8) confidence interval (146) stochastic gradient langevin dynamics (49) markov chain (207) gradient descent (1144) hypothesis testing (254) gaussian process (1200) markov chain monte carlo (725) statistical inference (146)

Papers

Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking NIPS 2024
Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case JMLR 2024
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024
Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications AISTATS 2024
Utilising the CLT Structure in Stochastic Gradient based Sampling : Improved Analysis and Faster Algorithms COLT 2023
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains ICML 2023
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022
Non-asymptotic approximations of neural networks by Gaussian processes COLT 2021
Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings JMLR 2021
A Central Limit Theorem for Differentially Private Query Answering NIPS 2021
On Linear Stochastic Approximation: Fine-grained Polyak-Ruppert and Non-Asymptotic Concentration COLT 2020
A Dynamical Central Limit Theorem for Shallow Neural Networks NIPS 2020
Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms JMLR 2020
Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA ICML 2019
Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem NIPS 2019
On the Distribution of Lexical Features at Multiple Levels of Analysis ACL 2017
Consistency and Fluctuations For Stochastic Gradient Langevin Dynamics JMLR 2016
Central Limit Theorems for Conditional Markov Chains AISTATS 2013