A submodular-supermodular procedure with applications to discriminative structure learning

4 July 2012

Papers citing "A submodular-supermodular procedure with applications to discriminative structure learning"

27 / 27 papers shown

Title
Discrete and Continuous Difference of Submodular Minimization George Orfanides Tim Hoheisel Marwa El Halabi 21 0 0 09 Jun 2025
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 117 31 0 21 Dec 2022
Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach Fan Yang Kai He Linxiao Yang Hongxia Du Jingbang Yang Bo Yang Liangcheng Sun 49 21 0 08 Jun 2022
$$k\texttt{-experts}$ -- Online Policies and Fundamental Limits$ $k\texttt{-experts}$ -- Online Policies and Fundamental Limits S. Mukhopadhyay Sourav Sahoo Abhishek Sinha OffRL 66 8 0 15 Oct 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 273 183 0 05 Feb 2021
PHASED: Phase-Aware Submodularity-Based Energy Disaggregation Faisal M. Almutairi Aritra Konar Ahmed S. Zamzam N. Sidiropoulos 29 0 0 01 Oct 2020
Laplacian Regularized Few-Shot Learning Imtiaz Masud Ziko Jose Dolz Eric Granger Ismail Ben Ayed 82 176 0 28 Jun 2020
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger M. Pedersoli Pablo Piantanida Ismail Ben Ayed SSL 112 160 0 19 Mar 2020
Variational Fair Clustering Imtiaz Masud Ziko Eric Granger Jing Yuan Ismail Ben Ayed 93 13 0 19 Jun 2019
A Unified Framework of Constrained Robust Submodular Optimization with Applications Rishabh K. Iyer 68 9 0 14 Jun 2019
Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design Kevin Kaichuang Yang Yuxin Chen Alycia Lee Yisong Yue 65 17 0 17 Apr 2019
Deep clustering: On the link between discriminative models and K-means Mohammed Jabi M. Pedersoli A. Mitiche Ismail Ben Ayed 81 109 0 09 Oct 2018
Query-adaptive Video Summarization via Quality-aware Relevance Estimation A. Vasudevan Michael Gygli Anna Volokitin Luc Van Gool 111 93 0 01 May 2017
Guarantees for Greedy Maximization of Non-submodular Functions with Applications Yatao Bian J. M. Buhmann Andreas Krause Sebastian Tschiatschek 129 237 0 06 Mar 2017
Deep Submodular Functions J. Bilmes Wenruo Bai 83 45 0 31 Jan 2017
Solving Dense Image Matching in Real-Time using Discrete-Continuous Optimization Alexander Shekhovtsov Christian Reinbacher Gottfried Graber Thomas Pock 3DH 75 23 0 23 Jan 2016
Kernel Cuts: MRF meets Kernel & Spectral Clustering Meng Tang D. Marin Ismail Ben Ayed Yuri Boykov 66 7 0 24 Jun 2015
Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications Rishabh K. Iyer J. Bilmes 87 157 0 09 Aug 2014
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints Rishabh K. Iyer J. Bilmes 135 260 0 08 Nov 2013
Submodularization for Quadratic Pseudo-Boolean Optimization Lena Gorelick Yuri Boykov O. Veksler Ismail Ben Ayed Andrew Delong 36 3 0 08 Nov 2013
Maximizing submodular functions using probabilistic graphical models K. S. S. Kumar Francis R. Bach 44 3 0 10 Sep 2013
Fast Semidifferential-based Submodular Function Optimization Rishabh K. Iyer Stefanie Jegelka J. Bilmes 141 109 0 05 Aug 2013
Discovering the Markov network structure E. Kovács T. Szántai 54 1 0 02 Jul 2013
Learning Mixtures of Submodular Shells with Application to Document Summarization Hui-Ching Lin J. Bilmes 114 192 0 16 Oct 2012
Learning with Submodular Functions: A Convex Optimization Perspective Francis R. Bach 181 479 0 28 Nov 2011
Efficient Minimization of Higher Order Submodular Functions using Monotonic Boolean Functions Srikumar Ramalingam Chris Russell Lubor Ladicky Philip Torr 110 22 0 11 Sep 2011
Submodular Optimization for Efficient Semi-supervised Support Vector Machines Wael Emara M. Kantardzic 54 0 0 26 Jul 2011