Online Continuous Submodular Maximization

16 February 2018

Papers citing "Online Continuous Submodular Maximization"

16 / 16 papers shown

Title
Introduction to Online Convex Optimization Elad Hazan OffRL 198 1,940 0 07 Sep 2019
Stochastic Submodular Maximization: The Case of Coverage Functions Mohammad Reza Karimi Mario Lucic S. Hassani Andreas Krause 114 56 0 05 Nov 2017
Gradient Methods for Submodular Maximization Hamed Hassani Mahdi Soltanolkotabi Amin Karbasi 48 133 0 13 Aug 2017
Efficient Regret Minimization in Non-Convex Games Elad Hazan Karan Singh Cyril Zhang 115 98 0 31 Jul 2017
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly Ethan R. Elenberg A. Dimakis Moran Feldman Amin Karbasi 61 89 0 08 Mar 2017
Robust Budget Allocation via Continuous Submodular Functions Matthew Staib Stefanie Jegelka 61 54 0 28 Feb 2017
Restricted Strong Convexity Implies Weak Submodularity Ethan R. Elenberg Rajiv Khanna A. Dimakis S. Negahban 73 159 0 02 Dec 2016
Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains Yatao Bian Baharan Mirzasoleiman J. M. Buhmann Andreas Krause 79 149 0 17 Jun 2016
Submodular Functions: from Discrete to Continous Domains Francis R. Bach 140 149 0 02 Nov 2015
On the Online Frank-Wolfe Algorithms for Convex and Non-convex Optimizations Jean Lafond Hoi-To Wai Eric Moulines 107 32 0 05 Oct 2015
Online Submodular Maximization under a Matroid Constraint with Application to Learning Assignments Daniel Golovin Andreas Krause Matthew J. Streeter 63 48 0 03 Jul 2014
A Drifting-Games Analysis for Online Learning and Applications to Boosting Haipeng Luo Robert Schapire 105 31 0 07 Jun 2014
Near-Optimally Teaching the Crowd to Classify Adish Singla Ilija Bogunovic Gábor Bartók Amin Karbasi Andreas Krause 84 128 0 10 Feb 2014
A Linearly Convergent Conditional Gradient Algorithm with Applications to Online and Stochastic Optimization Dan Garber Elad Hazan 152 96 0 20 Jan 2013
Inferring Networks of Diffusion and Influence Manuel Gomez Rodriguez J. Leskovec Andreas Krause 131 1,153 0 01 Jun 2010
Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization Daniel Golovin Andreas Krause 174 603 0 21 Mar 2010