Learning Exponential Families in High-Dimensions: Strong Convexity and
Sparsity

Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity

31 October 2009

Karthik Sindharan

Papers citing "Learning Exponential Families in High-Dimensions: Strong Convexity and Sparsity"

16 / 16 papers shown

Title
Concentration Inequalities for Statistical Inference Huiming Zhang Songxi Chen 53 63 0 24 Feb 2025
High-dimensional Multi-class Classification with Presence-only Data Lili Zheng Garvesh Raskutti 33 1 0 18 Apr 2023
Distributional Robustness Bounds Generalization Errors Shixiong Wang Haowei Wang OOD 35 4 0 20 Dec 2022
Exponential Family Trend Filtering on Lattices Veeranjaneyulu Sadhanala R. Bassett James Sharpnack D. McDonald 39 3 0 19 Sep 2022
Bregman Power k-Means for Clustering Exponential Family Data Adithya Vellal Saptarshi Chakraborty Jason Xu 28 6 0 22 Jun 2022
A Computationally Efficient Method for Learning Exponential Family Distributions Abhin Shah Devavrat Shah G. Wornell 30 10 0 28 Oct 2021
Classification vs regression in overparameterized regimes: Does the loss function matter? Vidya Muthukumar Adhyyan Narang Vignesh Subramanian M. Belkin Daniel J. Hsu A. Sahai 43 149 0 16 May 2020
A modern maximum-likelihood theory for high-dimensional logistic regression Pragya Sur Emmanuel J. Candes 25 285 0 19 Mar 2018
Dynamic Pricing in High-dimensions Adel Javanmard Hamid Nazerzadeh 69 136 0 24 Sep 2016
Highly-Smooth Zero-th Order Online Optimization Vianney Perchet Francis R. Bach Vianney Perchet 20 83 0 26 May 2016
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference Zhuoran Yang Zhaoran Wang Han Liu Yonina C. Eldar Tong Zhang 6 43 0 14 Nov 2015
A Geometric View on Constrained M-Estimators Yen-Huan Li Ya-Ping Hsieh N. Zerbib V. Cevher 19 6 0 26 Jun 2015
The Degrees of Freedom of Partly Smooth Regularizers Samuel Vaiter Charles-Alban Deledalle M. Fadili Gabriel Peyré C. Dossal 97 49 0 22 Apr 2014
Sparse Signal Recovery under Poisson Statistics Delaram Motamedvaziri M. Rohban Venkatesh Saligrama 35 9 0 17 Jul 2013
Learning Model-Based Sparsity via Projected Gradient Descent S. Bahmani P. Boufounos Bhiksha Raj 39 18 0 07 Sep 2012
High-dimensional generalized linear models and the lasso Sara van de Geer 196 749 0 04 Apr 2008