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ORCIDChristian Tjandraatmadja
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2020 – today
- 2022
[c7]Theodore P. Papalexopoulos, Christian Tjandraatmadja, Ross Anderson, Juan Pablo Vielma, David Belanger:
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming. ICML 2022: 17295-17322- 2021
- [j6]Christian Tjandraatmadja, Willem-Jan van Hoeve:
Incorporating bounds from decision diagrams into integer programming. Math. Program. Comput. 13(2): 225-256 (2021) - 2020
- [j5]Ross Anderson, Joey Huchette
, Will Ma, Christian Tjandraatmadja, Juan Pablo Vielma:
Strong mixed-integer programming formulations for trained neural networks. Math. Program. 183(1): 3-39 (2020) - [c6]Moonkyung Ryu, Yinlam Chow, Ross Anderson, Christian Tjandraatmadja, Craig Boutilier:
CAQL: Continuous Action Q-Learning. ICLR 2020 - [c5]Arthur Delarue, Ross Anderson, Christian Tjandraatmadja:
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing. NeurIPS 2020 - [c4]Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma:
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification. NeurIPS 2020 - [i7]Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma:
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification. CoRR abs/2006.14076 (2020) - [i6]Arthur Delarue, Ross Anderson, Christian Tjandraatmadja:
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing. CoRR abs/2010.12001 (2020) - [i5]Vinod Nair, Sergey Bartunov, Felix Gimeno, Ingrid von Glehn, Pawel Lichocki, Ivan Lobov, Brendan O'Donoghue, Nicolas Sonnerat, Christian Tjandraatmadja, Pengming Wang, Ravichandra Addanki, Tharindi Hapuarachchi, Thomas Keck, James Keeling, Pushmeet Kohli, Ira Ktena, Yujia Li, Oriol Vinyals, Yori Zwols:
Solving Mixed Integer Programs Using Neural Networks. CoRR abs/2012.13349 (2020)
2010 – 2019
- 2019
- [j4]Christian Tjandraatmadja, Willem-Jan van Hoeve:
Target Cuts from Relaxed Decision Diagrams. INFORMS J. Comput. 31(2): 285-301 (2019) - [c3]Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma:
Strong Mixed-Integer Programming Formulations for Trained Neural Networks. IPCO 2019: 27-42 - [i4]Moonkyung Ryu, Yinlam Chow, Ross Anderson, Christian Tjandraatmadja, Craig Boutilier:
CAQL: Continuous Action Q-Learning. CoRR abs/1909.12397 (2019) - 2018
- [c2]Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam:
Bounding and Counting Linear Regions of Deep Neural Networks. ICML 2018: 4565-4573 - [i3]Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam:
How Could Polyhedral Theory Harness Deep Learning? CoRR abs/1806.06365 (2018) - [i2]Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma:
Strong mixed-integer programming formulations for trained neural networks. CoRR abs/1811.08359 (2018) - 2017
- [i1]Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam:
Bounding and Counting Linear Regions of Deep Neural Networks. CoRR abs/1711.02114 (2017) - 2010
- [j3]Said Sadique Adi, Marília D. V. Braga, Cristina G. Fernandes, Carlos Eduardo Ferreira, Fábio Viduani Martinez, Marie-France Sagot, Marco Aurelio Stefanes, Christian Tjandraatmadja, Yoshiko Wakabayashi:
Repetition-free longest common subsequence. Discret. Appl. Math. 158(12): 1315-1324 (2010) - [j2]Carlos Eduardo Ferreira, Christian Tjandraatmadja:
A branch-and-cut approach to the repetition-free longest common subsequence problem. Electron. Notes Discret. Math. 36: 527-534 (2010)
2000 – 2009
- 2008
- [j1]Said Sadique Adi, Marília D. V. Braga, Cristina G. Fernandes, Carlos Eduardo Ferreira, Fábio Viduani Martinez, Marie-France Sagot, Marco Aurelio Stefanes, Christian Tjandraatmadja, Yoshiko Wakabayashi:
Repetition-free longest common subsequence. Electron. Notes Discret. Math. 30: 243-248 (2008) - [c1]Cristina G. Fernandes, Carlos Eduardo Ferreira, Christian Tjandraatmadja, Yoshiko Wakabayashi:
A Polyhedral Investigation of the LCS Problem and a Repetition-Free Variant. LATIN 2008: 329-338
Coauthor Index
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