An Inequality with Applications to Structured Sparsity and Multitask
Dictionary Learning

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An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning

8 February 2014

Massimiliano Pontil

Bernardino Romera-Paredes

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Papers citing "An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning"

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Title
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees A. Banerjee Qiaobo Li Yingxue Zhou 218 0 0 11 Jun 2024
Gap Minimization for Knowledge Sharing and Transfer Boyu Wang Jorge Armando Mendez Mendez Changjian Shui Fan Zhou Di Wu Gezheng Xu Christian Gagné Eric Eaton 166 10 0 26 Jan 2022
Distributionally Robust Learning Ruidi Chen I. Paschalidis OOD 140 69 0 20 Aug 2021
Efficient Regularized Piecewise-Linear Regression Trees L. Lefakis O. Zadorozhnyi Gilles Blanchard 55 3 0 29 Jun 2019
A Principled Approach for Learning Task Similarity in Multitask Learning Changjian Shui Mahdieh Abbasi Louis-Émile Robitaille Boyu Wang Christian Gagné 124 58 0 21 Mar 2019
Alternating Estimation for Structured High-Dimensional Multi-Response Models Sheng Chen A. Banerjee 78 14 0 29 Jun 2016
Bounds for Vector-Valued Function Estimation Andreas Maurer Massimiliano Pontil 89 7 0 05 Jun 2016
The Benefit of Multitask Representation Learning Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes SSL 206 389 0 23 May 2015
Estimation with Norm Regularization A. Banerjee Sheng Chen F. Fazayeli V. Sivakumar 143 63 0 09 May 2015