conftrace_

consistent estimation

10 papers

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Co-occurring keywords

robust regression (79) consistent estimator (14) huber loss (14) linear regression (282) nonparametric estimation (98) sparse regression (175) outlier detection (319) graphon estimation (6) hidden markov model (302) state space model (390)

Papers

Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation NIPS 2024
Sharing Pattern Submodels for Prediction with Missing Values AAAI 2023
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NIPS 2022
Consistent regression when oblivious outliers overwhelm ICML 2021
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers NIPS 2021
Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space JMLR 2020
Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression COLT 2019
Consistent Robust Regression NIPS 2017
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation NIPS 2013
Tight conditions for consistent variable selection in high dimensional nonparametric regression COLT 2011