Stebėti
Aaron Ferber
Pavadinimas
Cituota
Cituota
Metai
MIPaaL: Mixed integer program as a layer
A Ferber, B Wilder, B Dilkina, M Tambe
arXiv preprint arXiv:1907.05912, 2019
1302019
Controllable guarantees for fair outcomes via contrastive information estimation
U Gupta, AM Ferber, B Dilkina, G Ver Steeg
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7610-7619, 2021
392021
Budgeted prize-collecting traveling salesman and minimum spanning tree problems
A Paul, D Freund, A Ferber, DB Shmoys, DP Williamson
Mathematics of Operations Research 45 (2), 576-590, 2020
302020
Prize-collecting TSP with a budget constraint
A Paul, D Freund, A Ferber, DB Shmoys, DP Williamson
25th Annual European Symposium on Algorithms (ESA 2017), 2017
172017
Surco: Learning linear surrogates for combinatorial nonlinear optimization problems
AM Ferber, T Huang, D Zha, M Schubert, B Steiner, B Dilkina, Y Tian
International Conference on Machine Learning, 10034-10052, 2023
122023
Quantitative investigation of wildlife trafficking supply chains: A review
BB Keskin, EC Griffin, JO Prell, B Dilkina, A Ferber, J MacDonald, ...
Omega 115, 102780, 2023
122023
Searching large neighborhoods for integer linear programs with contrastive learning
T Huang, AM Ferber, Y Tian, B Dilkina, B Steiner
International Conference on Machine Learning, 13869-13890, 2023
102023
Erratum to “budgeted prize-collecting traveling salesman and minimum spanning tree problems”
A Paul, D Freund, A Ferber, DB Shmoys, DP Williamson
Mathematics of Operations Research 48 (4), 2304-2307, 2023
52023
Landscape surrogate: Learning decision losses for mathematical optimization under partial information
A Zharmagambetov, B Amos, A Ferber, T Huang, B Dilkina, Y Tian
Advances in Neural Information Processing Systems 36, 2024
32024
Local branching relaxation heuristics for integer linear programs
T Huang, A Ferber, Y Tian, B Dilkina, B Steiner
International Conference on Integration of Constraint Programming …, 2023
22023
A data directory to facilitate investigations on worldwide wildlife trafficking
ML Gore, R Hilend, JO Prell, E Griffin, JR Macdonald, BB Keskin, A Ferber, ...
Big Earth Data 7 (2), 338-348, 2023
22023
Advancing interdisciplinary science for disrupting wildlife trafficking networks
ML Gore, E Griffin, B Dilkina, A Ferber, SE Griffis, BB Keskin, J Macdonald
Proceedings of the National Academy of Sciences 120 (10), e2208268120, 2023
22023
Learning pseudo-backdoors for mixed integer programs
A Ferber, J Song, B Dilkina, Y Yue
International Conference on Integration of Constraint Programming …, 2022
22022
Interdiction of wildlife trafficking supply chains: An analytical approach
EC Griffin, A Ferber, L Lafferty, BB Keskin, B Dilkina, M Gore
IISE Transactions 56 (3), 355-373, 2024
12024
Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
L Kong, Y Du, W Mu, K Neklyudov, V De Bortol, H Wang, D Wu, A Ferber, ...
arXiv preprint arXiv:2402.18012, 2024
12024
Predicting Wildlife Trafficking Routes with Differentiable Shortest Paths
A Ferber, E Griffin, B Dilkina, B Keskin, M Gore
International Conference on Integration of Constraint Programming …, 2023
12023
Learning Lagrangian Multipliers for the Travelling Salesman Problem
A Parjadis, Q Cappart, B Dilkina, A Ferber, LM Rousseau
arXiv preprint arXiv:2312.14836, 2023
2023
Contrastive Predict-and-Search for Mixed Integer Linear Programs
T Huang, AM Ferber, A Zharmagambetov, Y Tian, B Dilkina
2023
GenCO: Generating Diverse Solutions to Design Problems with Combinatorial Nature
A Ferber, A Zharmagambetov, T Huang, B Dilkina, Y Tian
arXiv preprint arXiv:2310.02442, 2023
2023
Identifying datasets for global wildlife trafficking
M Gore, B Keskin, J Macdonald, A Ferber, E Griffin, O Prell, B Dilkina, ...
Zenodo, 2022
2022
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Straipsniai 1–20