Showing 1–20 of 59 results
/ Date/ Name
Oct 16, 2020Quantile regression with deep ReLU Networks: Estimators and minimax ratesMay 24, 2019Optimal nonparametric change point detection and localizationMay 27, 2021Lattice partition recovery with dyadic CARTNov 20, 2015A deconvolution path for mixturesMay 19, 2015Vector-Space Markov Random Fields via Exponential FamiliesOct 3, 2021A causal fused lasso for interpretable heterogeneous treatment effects estimationOct 16, 2021Quantile Regression by Dyadic CARTJul 26, 2022Variance estimation in graphs with the fused lassoFeb 24, 2015Tensor decomposition with generalized lasso penaltiesAug 11, 2016The DFS Fused Lasso: Linear-Time Denoising over General GraphsJul 31, 2018Adaptive Non-Parametric Regression With the $K$-NN Fused LassoJul 15, 2020Risk Bounds for Quantile Trend FilteringMay 18, 2018Graphon estimation via nearest neighbor algorithm and 2D fused lasso denoisingApr 15, 2017Worst portfolios for dynamic monetary utility processesDec 29, 2024Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU NetworksJun 18, 2022Dynamic and heterogeneous treatment effects with abrupt changesSep 14, 2015Nonparametric density estimation by histogram trend filteringDec 23, 2016Sequential nonparametric tests for a change in distribution: an application to detecting radiological anomaliesMay 26, 2022A Partially Separable Model for Dynamic Valued NetworksSep 2, 2020Extensions to the Proximal Distance Method of Constrained Optimization