Christian Tjandraatmadja

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 16

Top Topics

Decision Diagrams

Reinforcement Learning

Convex Relaxation

Integer Program

Top Venues

Publications

Theodore P. Papalexopoulos, Christian Tjandraatmadja, Ross Anderson, Juan Pablo Vielma, David Belanger
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming. ICML (2022)
Christian Tjandraatmadja, Willem-Jan van Hoeve
Incorporating bounds from decision diagrams into integer programming. Math. Program. Comput. 13 (2) (2021)
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 (2020)
Arthur Delarue, Ross Anderson, Christian Tjandraatmadja
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing. CoRR (2020)
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)
Ross Anderson, Joey Huchette, Will Ma, Christian Tjandraatmadja, Juan Pablo Vielma
Strong mixed-integer programming formulations for trained neural networks. Math. Program. 183 (1) (2020)
Moonkyung Ryu, Yinlam Chow, Ross Anderson, Christian Tjandraatmadja, Craig Boutilier
CAQL: Continuous Action Q-Learning. ICLR (2020)
Arthur Delarue, Ross Anderson, Christian Tjandraatmadja
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing. NeurIPS (2020)
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 (2020)
Christian Tjandraatmadja, Willem-Jan van Hoeve
Target Cuts from Relaxed Decision Diagrams. INFORMS J. Comput. 31 (2) (2019)
Moonkyung Ryu, Yinlam Chow, Ross Anderson, Christian Tjandraatmadja, Craig Boutilier
CAQL: Continuous Action Q-Learning. CoRR (2019)
Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma
Strong Mixed-Integer Programming Formulations for Trained Neural Networks. IPCO (2019)
Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma
Strong mixed-integer programming formulations for trained neural networks. CoRR (2018)
Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam
Bounding and Counting Linear Regions of Deep Neural Networks. ICML (2018)
Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam
How Could Polyhedral Theory Harness Deep Learning? CoRR (2018)
Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam
Bounding and Counting Linear Regions of Deep Neural Networks. CoRR (2017)
Carlos Eduardo Ferreira, Christian Tjandraatmadja
A branch-and-cut approach to the repetition-free longest common subsequence problem. Electron. Notes Discret. Math. 36 (2010)
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) (2010)
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 (2008)
Cristina G. Fernandes, Carlos Eduardo Ferreira, Christian Tjandraatmadja, Yoshiko Wakabayashi
A Polyhedral Investigation of the LCS Problem and a Repetition-Free Variant. LATIN (2008)