Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization

24 May 2018

Papers citing "Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization"

10 / 10 papers shown

Title
Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization Aryan Mokhtari Hamed Hassani Amin Karbasi 44 113 0 24 Apr 2018
Online Continuous Submodular Maximization Lin Chen Hamed Hassani Amin Karbasi 61 85 0 16 Feb 2018
Conditional Gradient Method for Stochastic Submodular Maximization: Closing the Gap Aryan Mokhtari S. Hassani Amin Karbasi 36 72 0 05 Nov 2017
Continuous DR-submodular Maximization: Structure and Algorithms Yatao Bian Kfir Y. Levy Andreas Krause J. M. Buhmann 66 66 0 04 Nov 2017
Gradient Methods for Submodular Maximization Hamed Hassani Mahdi Soltanolkotabi Amin Karbasi 24 131 0 13 Aug 2017
Robust Budget Allocation via Continuous Submodular Functions Matthew Staib Stefanie Jegelka 30 54 0 28 Feb 2017
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling Chengtao Li Stefanie Jegelka S. Sra 38 38 0 02 Aug 2016
Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains Yatao Bian Baharan Mirzasoleiman J. M. Buhmann Andreas Krause 48 148 0 17 Jun 2016
Determinantal point processes for machine learning Alex Kulesza B. Taskar 213 1,130 0 25 Jul 2012
Learning with Submodular Functions: A Convex Optimization Perspective Francis R. Bach 121 476 0 28 Nov 2011