conftrace_

nonparametric estimation

98 papers

Explore in graph

Co-occurring keywords

density estimation (398) convergence rate (607) mutual information (724) minimax rate (87) kernel methods (1097) kernel density estimation (80) reproducing kernel hilbert space (334) nonparametric statistics (31) hidden markov model (302) causal inference (1630)

Papers

Causal inference with treatment measurement error: a nonparametric instrumental variable approach UAI 2022
Beyond the Signs: Nonparametric Tensor Completion via Sign Series NIPS 2021
Nonparametric Modeling of Higher-Order Interactions via Hypergraphons JMLR 2021
Consistent estimation of small masses in feature sampling JMLR 2021
Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms AISTATS 2021
Counterfactual Mean Embeddings JMLR 2021
Adaptive estimation of nonparametric functionals JMLR 2021
Uncovering Latent Biases in Text: Method and Application to Peer Review AAAI 2021
Nonparametric estimation of continuous DPPs with kernel methods NIPS 2021
Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach AISTATS 2021
Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020
Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations NIPS 2020
Nonparametric Estimation in the Dynamic Bradley-Terry Model AISTATS 2020
A polynomial-time algorithm for learning nonparametric causal graphs NIPS 2020
Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects NIPS 2020
Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting AAAI 2020
Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space JMLR 2020
Ultra-High Dimensional Single-Index Quantile Regression JMLR 2020
Semi-parametric Learning of Structured Temporal Point Processes JMLR 2020
Latent distance estimation for random geometric graphs NIPS 2019
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses NIPS 2019
Least Squares Estimation of Weakly Convex Functions AISTATS 2019
An asymptotic analysis of distributed nonparametric methods JMLR 2019
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019
Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates ICML 2019