Christian Tjandraatmadja
6 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
mixed-integer programming
(2)
value function
(2)
linear programming
(2)
neural architecture search
(1)
convex relaxation
(1)
discrete optimization
(1)
policy iteration
(1)
piecewise linear
(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)
linear region
(1)
rectifier network
(1)
mixed-integer linear program
(1)
Papers
Learning Generalized Linear Programming Value Functions
NIPS 2024
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
ICML 2022
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing
NIPS 2020
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
NIPS 2020
CAQL: Continuous Action Q-Learning
ICLR 2020
Bounding and Counting Linear Regions of Deep Neural Networks
ICML 2018