Bounding and counting linear regions of deep neural networks T Serra, C Tjandraatmadja, S Ramalingam Proceedings of the 35th International Conference on Machine Learning, PMLR …, 2018 | 321 | 2018 |
Strong mixed-integer programming formulations for trained neural networks R Anderson, J Huchette, W Ma, C Tjandraatmadja, JP Vielma Mathematical Programming, 1-37, 2020 | 309 | 2020 |
Solving Mixed Integer Programs Using Neural Networks V Nair, S Bartunov, F Gimeno, I von Glehn, P Lichocki, I Lobov, ... arXiv preprint arXiv:2012.13349, 2020 | 284 | 2020 |
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing A Delarue, R Anderson, C Tjandraatmadja Advances in Neural Information Processing Systems 33, 2020 | 129 | 2020 |
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification C Tjandraatmadja, R Anderson, J Huchette, W Ma, K Patel, JP Vielma Advances in Neural Information Processing Systems 33, 2020 | 89 | 2020 |
Caql: Continuous action Q-learning M Ryu, Y Chow, R Anderson, C Tjandraatmadja, C Boutilier arXiv preprint arXiv:1909.12397, 2019 | 57 | 2019 |
Repetition-free longest common subsequence SS Adi, MDV Braga, CG Fernandes, CE Ferreira, FV Martinez, MF Sagot, ... Discrete Applied Mathematics 158 (12), 1315-1324, 2010 | 45 | 2010 |
Target cuts from relaxed decision diagrams C Tjandraatmadja, WJ van Hoeve INFORMS Journal on Computing 31 (2), 285-301, 2019 | 34 | 2019 |
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming T Papalexopoulos, C Tjandraatmadja, R Anderson, JP Vielma, ... arXiv preprint arXiv:2110.09569, 2021 | 28 | 2021 |
Incorporating bounds from decision diagrams into integer programming C Tjandraatmadja, WJ van Hoeve Mathematical Programming Computation 13 (2), 225-256, 2021 | 12 | 2021 |
A branch-and-cut approach to the repetition-free longest common subsequence problem CE Ferreira, C Tjandraatmadja Electronic Notes in Discrete Mathematics 36, 527-534, 2010 | 11 | 2010 |
Decision Diagram Relaxations for Integer Programming C Tjandraatmadja | 9 | 2018 |
A polyhedral investigation of the LCS problem and a repetition-free variant CG Fernandes, CE Ferreira, C Tjandraatmadja, Y Wakabayashi Latin American Symposium on Theoretical Informatics, 329-338, 2008 | 8 | 2008 |