Papers citing 'Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon'

Title
Learning dynamic polynomial proofsNeural Information Processing Systems (NeurIPS), 2019 Alhussein Fawzi Mateusz Malinowski Hamza Fawzi Omar Fawzi 122 18 0 04 Jun 2019
Exact Combinatorial Optimization with Graph Convolutional Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Maxime Gasse Didier Chételat Nicola Ferroni Laurent Charlin Andrea Lodi GNN CML 387 571 0 04 Jun 2019
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson GNN 284 419 0 04 Jun 2019
Deep Reasoning Networks: Thinking Fast and Slow Di Chen Yiwei Bai Wenting Zhao Sebastian Ament J. Gregoire Daniel Schwalbe-Koda PINN LRM 140 24 0 03 Jun 2019
TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture Gorker Alp Malazgirt O. Unsal A. Cristal 94 5 0 14 May 2019
Reinforced Genetic Algorithm Learning for Optimizing Computation GraphsInternational Conference on Learning Representations (ICLR), 2019 Aditya Sanjay Paliwal Felix Gimeno Vinod Nair Yujia Li Miles Lubin Pushmeet Kohli Oriol Vinyals OffRL GNN 233 69 0 07 May 2019
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems Henrique Lemos Marcelo O. R. Prates Pedro H. C. Avelar Luís C. Lamb GNN 167 96 0 11 Mar 2019
PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers Saeed Amizadeh Sergiy Matusevych Markus Weimer AI4CE 139 22 0 05 Mar 2019
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems Á. Xavier F. Qiu Shabbir Ahmed 136 158 0 04 Feb 2019
Typed Graph Networks Marcelo O. R. Prates Pedro H. C. Avelar Henrique Lemos Marco Gori Luís C. Lamb GNN 139 6 0 23 Jan 2019
Optimization Problems for Machine Learning: A Survey Claudio Gambella Bissan Ghaddar Joe Naoum-Sawaya AI4CE 305 213 0 16 Jan 2019
Neural Clustering Processes Ari Pakman Yueqi Wang Catalin Mitelut JinHyung Lee Liam Paninski BDL 264 5 0 28 Dec 2018
Deep Inverse Optimization Yingcong Tan Andrew Delong Daria Terekhov 143 24 0 03 Dec 2018
Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information Eric Larsen Sébastien Lachapelle Yoshua Bengio Emma Frejinger Damien Scieur Andrea Lodi 179 49 0 31 Jul 2018