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Dynamic Assortment Personalization in High Dimensions

18 October 2016

Papers citing "Dynamic Assortment Personalization in High Dimensions"

20 / 20 papers shown

Title
MNL-Bandit: A Dynamic Learning Approach to Assortment Selection Shipra Agrawal Vashist Avadhanula Vineet Goyal A. Zeevi 142 158 0 13 Jun 2017
Why are Big Data Matrices Approximately Low Rank? Madeleine Udell Alex Townsend 57 25 0 21 May 2017
Revealed Preference at Scale: Learning Personalized Preferences from Assortment Choices Nathan Kallus Madeleine Udell 50 11 0 17 Sep 2015
Exponential Family Matrix Completion under Structural Constraints Suriya Gunasekar Pradeep Ravikumar Joydeep Ghosh 43 40 0 15 Sep 2015
Dropping Convexity for Faster Semi-definite Optimization Srinadh Bhojanapalli Anastasios Kyrillidis Sujay Sanghavi 88 173 0 14 Sep 2015
Collaboratively Learning Preferences from Ordinal Data Sewoong Oh K. K. Thekumparampil Jiaming Xu 49 27 0 26 Jun 2015
Individualized Rank Aggregation using Nuclear Norm Regularization Yu Lu S. Negahban 76 44 0 03 Oct 2014
Generalized Low Rank Models Madeleine Udell Corinne Horn R. Zadeh Stephen P. Boyd 102 346 0 01 Oct 2014
From Predictive to Prescriptive Analytics Dimitris Bertsimas Nathan Kallus 137 547 0 22 Feb 2014
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 224 1,068 0 03 Dec 2012
1-Bit Matrix Completion Mark A. Davenport Y. Plan E. Berg Mary Wootters 221 353 0 17 Sep 2012
PRISMA: PRoximal Iterative SMoothing Algorithm Francesco Orabona Andreas Argyriou Nathan Srebro 95 36 0 11 Jun 2012
The multi-armed bandit problem with covariates Vianney Perchet Philippe Rigollet 465 174 0 27 Oct 2011
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 209 2,273 0 28 Jun 2011
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 486 1,379 0 13 Oct 2010
Nonparametric Bandits with Covariates Philippe Rigollet A. Zeevi 232 109 0 08 Mar 2010
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 241 571 0 27 Dec 2009
Contextual Bandits with Similarity Information Aleksandrs Slivkins 486 450 0 23 Jul 2009
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 283 719 0 11 Jun 2009
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 421 3,773 0 28 Jun 2007