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Submodular Functions: from Discrete to Continous Domains

2 November 2015

Papers citing "Submodular Functions: from Discrete to Continous Domains"

38 / 38 papers shown

Title
Discrete and Continuous Difference of Submodular Minimization George Orfanides Tim Hoheisel Marwa El Halabi 18 0 0 09 Jun 2025
Fast Submodular Function Maximization Lianke Qin Zhao Song Yitan Wang 81 10 0 15 May 2023
Robust Sequence Networked Submodular Maximization Qihao Shi Bingyang Fu C. Wang Jiawei Chen Sheng Zhou Yan Feng Chun-Yen Chen 58 0 0 28 Dec 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions Nikolaos Karalias Joshua Robinson Andreas Loukas Stefanie Jegelka 109 9 0 08 Aug 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe Thibault Séjourné Franccois-Xavier Vialard Gabriel Peyré OT 130 19 0 03 Jan 2022
TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information Suraj Kothawade Saikat Ghosh Sumit Shekhar Yu Xiang Rishabh K. Iyer 61 28 0 30 Nov 2021
Randomized Algorithms for Monotone Submodular Function Maximization on the Integer Lattice Alberto Schiabel Vyacheslav Kungurtsev Jakub Mareˇcek 21 1 0 19 Nov 2021
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios Suraj Kothawade Nathan Beck Krishnateja Killamsetty Rishabh K. Iyer 69 106 0 01 Jul 2021
Scalable Projection-Free Optimization Mingrui Zhang 83 0 0 07 May 2021
Q-Match: Iterative Shape Matching via Quantum Annealing Marcel Seelbach Benkner Zorah Lähner Vladislav Golyanik C. Wunderlich Christian Theobalt Michael Moeller 86 35 0 06 May 2021
Scalable Inference of Sparsely-changing Markov Random Fields with Strong Statistical Guarantees Salar Fattahi A. Gómez 55 5 0 06 Feb 2021
Supermodularity and valid inequalities for quadratic optimization with indicators Alper Atamtürk A. Gómez 69 22 0 29 Dec 2020
An optimization problem for continuous submodular functions L. Csirmaz 55 2 0 26 Sep 2020
Continuous Submodular Maximization: Beyond DR-Submodularity Moran Feldman Amin Karbasi 57 5 0 21 Jun 2020
From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models Aytunc Sahin Yatao Bian J. M. Buhmann Andreas Krause 35 6 0 01 Jun 2020
Online Convex Optimization with Binary Constraints Antoine Lesage-Landry Joshua A. Taylor Duncan S. Callaway 22 7 0 05 May 2020
Dependence in elliptical partial correlation graphs D. Rossell Piotr Zwiernik 51 19 0 28 Apr 2020
Provable Non-Convex Optimization and Algorithm Validation via Submodularity Yatao Bian 41 3 0 18 Dec 2019
Accelerated Sampling on Discrete Spaces with Non-Reversible Markov Processes Samuel Power Jacob Vorstrup Goldman 75 31 0 10 Dec 2019
One Sample Stochastic Frank-Wolfe Mingrui Zhang Zebang Shen Aryan Mokhtari Hamed Hassani Amin Karbasi 115 59 0 10 Oct 2019
Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization Abhishek Roy Krishnakumar Balasubramanian Saeed Ghadimi P. Mohapatra OffRL 64 15 0 31 Jul 2019
Non-monotone DR-submodular Maximization: Approximation and Regret Guarantees C. Dürr Nguyen Kim Thang Abhinav Srivastav Léo Tible 30 7 0 23 May 2019
Adaptive Sequence Submodularity Marko Mitrovic Ehsan Kazemi Moran Feldman Andreas Krause Amin Karbasi 51 27 0 15 Feb 2019
Generalized semimodularity: order statistics I. Pinelis 140 1 0 14 Feb 2019
Sparse and Smooth Signal Estimation: Convexification of L0 Formulations Alper Atamtürk A. Gómez Shaoning Han 85 44 0 06 Nov 2018
Maximizing Monotone DR-submodular Continuous Functions by Derivative-free Optimization Yibo Jacky Zhang Chao Qian K. Tang 48 0 0 16 Oct 2018
Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization Aryan Mokhtari Hamed Hassani Amin Karbasi 80 116 0 24 Apr 2018
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity Lin Chen Christopher Harshaw Hamed Hassani Amin Karbasi 84 77 0 22 Feb 2018
Online Continuous Submodular Maximization Lin Chen Hamed Hassani Amin Karbasi 101 86 0 16 Feb 2018
Structured Optimal Transport David Alvarez-Melis Tommi Jaakkola Stefanie Jegelka OT 66 71 0 17 Dec 2017
Near-Optimal Discrete Optimization for Experimental Design: A Regret Minimization Approach Zeyuan Allen-Zhu Yuanzhi Li Aarti Singh Yining Wang 78 59 0 14 Nov 2017
Conditional Gradient Method for Stochastic Submodular Maximization: Closing the Gap Aryan Mokhtari S. Hassani Amin Karbasi 73 74 0 05 Nov 2017
Continuous DR-submodular Maximization: Structure and Algorithms Yatao Bian Kfir Y. Levy Andreas Krause J. M. Buhmann 110 67 0 04 Nov 2017
Gradient Methods for Submodular Maximization Hamed Hassani Mahdi Soltanolkotabi Amin Karbasi 70 133 0 13 Aug 2017
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 93 443 0 26 Jul 2017
Robust Budget Allocation via Continuous Submodular Functions Matthew Staib Stefanie Jegelka 78 54 0 28 Feb 2017
Sublabel-Accurate Discretization of Nonconvex Free-Discontinuity Problems Thomas Möllenhoff Daniel Cremers 41 14 0 21 Nov 2016
Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains Yatao Bian Baharan Mirzasoleiman J. M. Buhmann Andreas Krause 122 149 0 17 Jun 2016