Christian Tjandraatmadja
Christian Tjandraatmadja
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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
Strong mixed-integer programming formulations for trained neural networks
R Anderson, J Huchette, W Ma, C Tjandraatmadja, JP Vielma
Mathematical Programming, 1-37, 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
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing
A Delarue, R Anderson, C Tjandraatmadja
Advances in Neural Information Processing Systems 33, 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
Caql: Continuous action Q-learning
M Ryu, Y Chow, R Anderson, C Tjandraatmadja, C Boutilier
arXiv preprint arXiv:1909.12397, 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
Target cuts from relaxed decision diagrams
C Tjandraatmadja, WJ van Hoeve
INFORMS Journal on Computing 31 (2), 285-301, 2019
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
T Papalexopoulos, C Tjandraatmadja, R Anderson, JP Vielma, ...
arXiv preprint arXiv:2110.09569, 2021
Incorporating bounds from decision diagrams into integer programming
C Tjandraatmadja, WJ van Hoeve
Mathematical Programming Computation 13 (2), 225-256, 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
Decision Diagram Relaxations for Integer Programming
C Tjandraatmadja
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
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