Convex Analysis and Optimization with Submodular Functions: a Tutorial

20 October 2010

Papers citing "Convex Analysis and Optimization with Submodular Functions: a Tutorial"

9 / 9 papers shown

Title
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 40 211 0 21 Nov 2022
Stochastic Submodular Maximization: The Case of Coverage Functions Mohammad Reza Karimi Mario Lucic S. Hassani Andreas Krause 27 56 0 05 Nov 2017
Tight Bounds for Approximate Carathéodory and Beyond Vahab Mirrokni R. Leme Adrian Vladu Sam Chiu-wai Wong 11 31 0 29 Dec 2015
New Optimisation Methods for Machine Learning Aaron Defazio 41 6 0 09 Oct 2015
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation Aaron Defazio T. Caetano 44 40 0 10 Jul 2014
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic James Sharpnack A. Krishnamurthy Aarti Singh 64 64 0 11 Dec 2013
Structured sparsity through convex optimization Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 74 323 0 12 Sep 2011
Shaping Level Sets with Submodular Functions Francis R. Bach 72 25 0 07 Dec 2010
Structured sparsity-inducing norms through submodular functions Francis R. Bach 61 194 0 25 Aug 2010