conftrace_

asymptotic consistency

15 papers

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Co-occurring keywords

stationary ergodic process (4) ergodic process (7) stationary ergodic (3) nonparametric estimation (98) reproducing kernel hilbert space (334) asymptotic analysis (86) approximate inference (253) statistical consistency (52) time series analysis (175) change point detection (62)

Papers

Learning Bayesian Network Classifiers to Minimize the Class Variable Parameters AAAI 2024
Sample Average Approximation for Stochastic Optimization with Dependent Data: Performance Guarantees and Tractability AAAI 2022
Tight bounds for minimum $\ell_1$-norm interpolation of noisy data AISTATS 2022
Bayesian Optimization of Function Networks NIPS 2021
Asymptotic Consistency of $\alpha$-{R}ényi-Approximate Posteriors JMLR 2020
Statistical Inference with Unnormalized Discrete Models and Localized Homogeneous Divergences JMLR 2017
A General Framework for Consistency of Principal Component Analysis JMLR 2016
Learning with Relaxed Supervision NIPS 2015
Asymptotically consistent estimation of the number of change points in highly dependent time series ICML 2014
Consistent Selection of Tuning Parameters via Variable Selection Stability JMLR 2013
Consistency of Robust Kernel Density Estimators COLT 2013
Locating Changes in Highly Dependent Data with Unknown Number of Change Points NIPS 2012
Online Clustering of Processes AISTATS 2012
Relational Learning with One Network: An Asymptotic Analysis AISTATS 2011
Consistency of the Group Lasso and Multiple Kernel Learning JMLR 2008