conftrace_

piecewise constant

11 papers

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Co-occurring keywords

total variation (49) least square (101) high-dimensional regression (142) density estimation (398) change point detection (62) optimal convergence rate (16) total variation distance (52) regression estimation (1) oracle property (13) penalized least-square (2)

Papers

Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022
Statistically and Computationally Efficient Change Point Localization in Regression Settings JMLR 2021
Inferring serial correlation with dynamic backgrounds ICML 2021
Adaptive Rates for Total Variation Image Denoising JMLR 2020
Ranking Median Regression: Learning to Order through Local Consensus ALT 2018
Density Estimation via Discrepancy Based Adaptive Sequential Partition NIPS 2016
Cut Pursuit: Fast Algorithms to Learn Piecewise Constant Functions AISTATS 2016
Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms NIPS 2014
Online allocation and homogeneous partitioning for piecewise constant mean-approximation NIPS 2012
Catching Change-points with Lasso NIPS 2007
Universal Algorithms for Learning Theory Part I : Piecewise Constant Functions JMLR 2005