Christian Tjandraatmadja
6 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Deep Learning
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Applications · Reinforcement Learning
(1)
Core AI
(1)
Core Methods
(1)
Methods
(1)
Keywords
mixed integer programming
(3)
value function
(2)
linear programming
(2)
black-box optimization
(1)
neural architecture search
(1)
convex relaxation
(1)
discrete optimization
(1)
policy iteration
(1)
continuous control
(1)
piecewise linear
(1)
bellman residual
(1)
bayesian optimization
(1)
deep neural network
(1)
surrogate model
(1)
neural network surrogate
(1)
neural network verification
(1)
model-based optimization
(1)
combinatorial constraint
(1)
vehicle routing
(1)
two-stage optimization
(1)
Papers
Learning Generalized Linear Programming Value Functions
NeurIPS 2024
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
ICML 2022
CAQL: Continuous Action Q-Learning
ICLR 2020
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing
NeurIPS 2020
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
NeurIPS 2020
Bounding and Counting Linear Regions of Deep Neural Networks
ICML 2018