Christian Tjandraatmadja

Researcher, Google

Joined

December 2017

Names

Emails

****@andrew.cmu.edu (Confirmed)

****@google.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Google (google.com)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

discrete optimization

integer programming

Present

neural network verification

Present

Publications

Learning Generalized Linear Programming Value Functions
Tu Anh-Nguyen, Joey Huchette, Christian Tjandraatmadja
- NeurIPS 2024 spotlight
- Readers: Everyone
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
Theodore Papalexopoulos, Christian Tjandraatmadja, Ross Anderson, Juan Pablo Vielma, David Benjamin Belanger
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma
- 2020 (modified: 16 Apr 2023)
- NeurIPS 2020
- Readers: Everyone
Solving Mixed Integer Programs Using Neural Networks
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
- 2020 (modified: 17 Apr 2023)
- CoRR 2020
- Readers: Everyone
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing
Arthur Delarue, Ross Anderson, Christian Tjandraatmadja
- 2020 (modified: 03 Nov 2022)
- NeurIPS 2020
- Readers: Everyone
Target Cuts from Relaxed Decision Diagrams
Christian Tjandraatmadja, Willem-Jan van Hoeve
- 2019 (modified: 08 Dec 2024)
- INFORMS J. Comput. 2019
- Readers: Everyone
Bounding and Counting Linear Regions of Deep Neural Networks
Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone

Co-Authors

View all 30 co-authors

Christian Tjandraatmadja

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Learning Generalized Linear Programming Value Functions

Constrained Discrete Black-Box Optimization using Mixed-Integer Programming

The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification

Solving Mixed Integer Programs Using Neural Networks

Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing

Target Cuts from Relaxed Decision Diagrams

Bounding and Counting Linear Regions of Deep Neural Networks

Co-Authors