MIPaaL: Mixed Integer Program as a Layer

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MIPaaL: Mixed Integer Program as a Layer

12 July 2019

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Papers citing "MIPaaL: Mixed Integer Program as a Layer"

18 / 18 papers shown

Title
A fast algorithm to minimize prediction loss of the optimal solution in inverse optimization problem of MILP Akira Kitaoka 75 0 0 23 May 2024
Learning the Travelling Salesperson Problem Requires Rethinking Generalization Chaitanya K. Joshi Quentin Cappart Louis-Martin Rousseau T. Laurent 183 119 0 12 Jun 2020
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver Po-Wei Wang P. Donti Bryan Wilder Zico Kolter LRM NAI 78 262 0 29 May 2019
End-to-End Game-Focused Learning of Adversary Behavior in Security Games Andrew Perrault Bryan Wilder Eric Ewing Aditya Mate B. Dilkina Milind Tambe AAML 365 10 0 03 Mar 2019
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 155 1,391 0 15 Nov 2018
Deep Reinforcement Learning for Green Security Games with Real-Time Information Yufei Wang Zheyuan Ryan Shi Lantao Yu Yi Wu Rohit Singh Lucas Joppa Fei Fang 48 73 0 06 Nov 2018
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization Bryan Wilder B. Dilkina Milind Tambe OffRL AI4CE 71 301 0 14 Sep 2018
What game are we playing? End-to-end learning in normal and extensive form games Chun Kai Ling Fei Fang J. Zico Kolter 98 84 0 07 May 2018
Learning to Branch Maria-Florina Balcan Travis Dick Tuomas Sandholm Ellen Vitercik 70 173 0 27 Mar 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 120 1,222 0 22 Mar 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 88 904 0 12 Feb 2018
Smart "Predict, then Optimize" Adam N. Elmachtoub Paul Grigas 71 597 0 22 Oct 2017
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 114 1,472 0 05 Apr 2017
OptNet: Differentiable Optimization as a Layer in Neural Networks Brandon Amos J. Zico Kolter 163 971 0 01 Mar 2017
Position-Indexed Formulations for Kidney Exchange John P. Dickerson D. Manlove B. Plaut Tuomas Sandholm James Trimble 42 85 0 06 Jun 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 121 3,059 0 09 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,328 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014

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