Fixed-point algorithms for learning determinantal point processes

v1v2 (latest)

Fixed-point algorithms for learning determinantal point processes

4 August 2015

Zelda E. Mariet

ArXiv (abs)PDF HTML

Papers citing "Fixed-point algorithms for learning determinantal point processes"

17 / 17 papers shown

Title
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence Sangwoo Shin H. Hino 85 0 0 02 Aug 2024
Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences Wei Wang LongBing Cao 35 1 0 04 Apr 2022
Scalable Sampling for Nonsymmetric Determinantal Point Processes Insu Han Mike Gartrell Jennifer Gillenwater Elvis Dohmatob Amin Karbasi 61 4 0 20 Jan 2022
Gaussian Determinantal Processes: a new model for directionality in data Subhro Ghosh Philippe Rigollet 52 9 0 19 Nov 2021
Wasserstein Learning of Determinantal Point Processes Lucas Anquetil Mike Gartrell A. Rakotomamonjy Ugo Tanielian Clément Calauzènes 17 2 0 19 Nov 2020
Testing Determinantal Point Processes Khashayar Gatmiry Maryam Aliakbarpour Stefanie Jegelka 69 1 0 09 Aug 2020
Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes Mike Gartrell Insu Han Elvis Dohmatob Jennifer Gillenwater Victor-Emmanuel Brunel 60 16 0 17 Jun 2020
Flexible Modeling of Diversity with Strongly Log-Concave Distributions Joshua Robinson S. Sra Stefanie Jegelka 62 12 0 12 Jun 2019
Learning Nonsymmetric Determinantal Point Processes Mike Gartrell Victor-Emmanuel Brunel Elvis Dohmatob Syrine Krichene 51 43 0 30 May 2019
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem Victor-Emmanuel Brunel 152 28 0 01 Nov 2018
Diversity in Machine Learning Z. Gong P. Zhong Weidong Hu 55 203 0 04 Jul 2018
Learning Determinantal Point Processes by Corrective Negative Sampling Zelda E. Mariet Mike Gartrell S. Sra 63 3 0 15 Feb 2018
Riemannian Optimization via Frank-Wolfe Methods Melanie Weber S. Sra 69 33 0 30 Oct 2017
Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach Aidean Sharghi Jacob S. Laurel Boqing Gong EgoV 122 137 0 16 Jul 2017
Rates of estimation for determinantal point processes Victor-Emmanuel Brunel Ankur Moitra Philippe Rigollet John C. Urschel 85 16 0 03 Jun 2017
Learning Determinantal Point Processes in Sublinear Time Christophe Dupuy Francis R. Bach 78 26 0 19 Oct 2016
Low-Rank Factorization of Determinantal Point Processes for Recommendation Mike Gartrell Ulrich Paquet Noam Koenigstein 79 77 0 17 Feb 2016