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Miles Lubin
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2020 – today
- 2024
- [j18]Ilias Zadik, Miles Lubin
, Juan Pablo Vielma
:
Shapes and recession cones in mixed-integer convex representability. Math. Program. 204(1): 739-752 (2024) - [j17]David L. Applegate, Mateo Díaz, Haihao Lu, Miles Lubin:
Infeasibility Detection with Primal-Dual Hybrid Gradient for Large-Scale Linear Programming. SIAM J. Optim. 34(1): 459-484 (2024) - 2023
- [j16]David L. Applegate, Oliver Hinder
, Haihao Lu, Miles Lubin
:
Faster first-order primal-dual methods for linear programming using restarts and sharpness. Math. Program. 201(1): 133-184 (2023) - [j15]Miles Lubin
, Oscar Dowson
, Joaquim Dias Garcia
, Joey Huchette
, Benoît Legat
, Juan Pablo Vielma
:
JuMP 1.0: recent improvements to a modeling language for mathematical optimization. Math. Program. Comput. 15(3): 581-589 (2023) - 2022
- [j14]Benoît Legat
, Oscar Dowson
, Joaquim Dias Garcia
, Miles Lubin:
MathOptInterface: A Data Structure for Mathematical Optimization Problems. INFORMS J. Comput. 34(2): 672-689 (2022) - [j13]Miles Lubin
, Juan Pablo Vielma
, Ilias Zadik:
Mixed-Integer Convex Representability. Math. Oper. Res. 47(1): 720-749 (2022) - [i9]Maxime Gasse, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao:
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. CoRR abs/2203.02433 (2022) - [i8]Miles Lubin, Oscar Dowson, Joaquim Dias Garcia
, Joey Huchette, Benoît Legat, Juan Pablo Vielma:
JuMP 1.0. CoRR abs/2206.03866 (2022) - 2021
- [c9]Maxime Gasse, Simon Bowly, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao:
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. NeurIPS (Competition and Demos) 2021: 220-231 - [c8]Nick Doudchenko, Khashayar Khosravi, Jean Pouget-Abadie, Sébastien Lahaie, Miles Lubin, Vahab S. Mirrokni, Jann Spiess, Guido Imbens:
Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls. NeurIPS 2021: 8691-8701 - [c7]David L. Applegate, Mateo Díaz, Oliver Hinder, Haihao Lu, Miles Lubin, Brendan O'Donoghue, Warren Schudy:
Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient. NeurIPS 2021: 20243-20257 - 2020
- [j12]Chris Coey, Miles Lubin, Juan Pablo Vielma:
Outer approximation with conic certificates for mixed-integer convex problems. Math. Program. Comput. 12(2): 249-293 (2020) - [c6]Aditya Paliwal, Felix Gimeno, Vinod Nair, Yujia Li, Miles Lubin, Pushmeet Kohli, Oriol Vinyals:
Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs. ICLR 2020
2010 – 2019
- 2019
- [i7]Aditya Paliwal
, Felix Gimeno
, Vinod Nair, Yujia Li, Miles Lubin, Pushmeet Kohli, Oriol Vinyals:
REGAL: Transfer Learning For Fast Optimization of Computation Graphs. CoRR abs/1905.02494 (2019) - 2018
- [j11]Miles Lubin
, Emre Yamangil, Russell Bent, Juan Pablo Vielma:
Polyhedral approximation in mixed-integer convex optimization. Math. Program. 172(1-2): 139-168 (2018) - [j10]Cosmin G. Petra, Feng Qiang
, Miles Lubin, Joey Huchette
:
On efficient Hessian computation using the edge pushing algorithm in Julia. Optim. Methods Softw. 33(4-6): 1010-1029 (2018) - [i6]Miles Lubin, Yury Dvorkin, Line Roald:
Chance Constraints for Improving the Security of AC Optimal Power Flow. CoRR abs/1803.08754 (2018) - 2017
- [j9]Juan Pablo Vielma, Iain Dunning, Joey Huchette
, Miles Lubin:
Extended formulations in mixed integer conic quadratic programming. Math. Program. Comput. 9(3): 369-418 (2017) - [j8]Iain Dunning, Joey Huchette
, Miles Lubin:
JuMP: A Modeling Language for Mathematical Optimization. SIAM Rev. 59(2): 295-320 (2017) - [c5]Miles Lubin, Ilias Zadik, Juan Pablo Vielma:
Mixed-Integer Convex Representability. IPCO 2017: 392-404 - [i5]Carleton Coffrin, Russell Bent, Kaarthik Sundar, Yeesian Ng, Miles Lubin:
PowerModels.jl: An Open-Source Framework for Exploring Power Flow Formulations. CoRR abs/1711.01728 (2017) - 2016
- [j7]Dimitris Bertsimas, Iain Dunning, Miles Lubin:
Reformulation versus cutting-planes for robust optimization. Comput. Manag. Sci. 13(2): 195-217 (2016) - [c4]Miles Lubin, Emre Yamangil, Russell Bent
, Juan Pablo Vielma:
Extended Formulations in Mixed-Integer Convex Programming. IPCO 2016: 102-113 - [c3]Kaarthik Sundar
, Harsha Nagarajan
, Miles Lubin, Line Roald, Sidhant Misra, Russell Bent
, Daniel Bienstock:
Unit commitment with N-1 Security and wind uncertainty. PSCC 2016: 1-7 - [i4]Kaarthik Sundar, Harsha Nagarajan, Miles Lubin, Line Roald, Sidhant Misra, Russell Bent, Daniel Bienstock:
Unit Commitment with N-1 Security and Wind Uncertainty. CoRR abs/1602.00079 (2016) - [i3]Jarrett Revels, Miles Lubin, Theodore Papamarkou:
Forward-Mode Automatic Differentiation in Julia. CoRR abs/1607.07892 (2016) - 2015
- [j6]Miles Lubin, Iain Dunning:
Computing in Operations Research Using Julia. INFORMS J. Comput. 27(2): 238-248 (2015) - [j5]Iain Dunning, Vishal Gupta
, Angela King, Jerry Kung, Miles Lubin, John Silberholz:
A Course on Advanced Software Tools for Operations Research and Analytics. INFORMS Trans. Educ. 15(2): 169-179 (2015) - [i2]Iain Dunning, Joey Huchette, Miles Lubin:
JuMP: A Modeling Language for Mathematical Optimization. CoRR abs/1508.01982 (2015) - 2014
- [j4]Cosmin G. Petra, Olaf Schenk
, Miles Lubin, Klaus Gärtner:
An Augmented Incomplete Factorization Approach for Computing the Schur Complement in Stochastic Optimization. SIAM J. Sci. Comput. 36(2) (2014) - [c2]Joey Huchette
, Miles Lubin, Cosmin G. Petra:
Parallel algebraic modeling for stochastic optimization. HPTCDL@SC 2014: 29-35 - 2013
- [j3]Miles Lubin, J. A. Julian Hall, Cosmin G. Petra, Mihai Anitescu
:
Parallel distributed-memory simplex for large-scale stochastic LP problems. Comput. Optim. Appl. 55(3): 571-596 (2013) - [j2]Miles Lubin, R. Kipp Martin, Cosmin G. Petra, Burhaneddin Sandikçi
:
On parallelizing dual decomposition in stochastic integer programming. Oper. Res. Lett. 41(3): 252-258 (2013) - [i1]Miles Lubin, Iain Dunning:
Computing in Operations Research using Julia. CoRR abs/1312.1431 (2013) - 2012
- [j1]Miles Lubin, Cosmin G. Petra, Mihai Anitescu
:
The parallel solution of dense saddle-point linear systems arising in stochastic programming. Optim. Methods Softw. 27(4-5): 845-864 (2012) - 2011
- [c1]Miles Lubin, Cosmin G. Petra, Mihai Anitescu
, Victor M. Zavala:
Scalable stochastic optimization of complex energy systems. SC 2011: 64:1-64:64
Coauthor Index
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