Christian Tjandraatmadja

Publications by Year

Research Areas

Machine Learning and Algorithms, Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Algorithms and Data Compression, Machine Learning and Data Classification

Most-Cited Works

• → Strong mixed-integer programming formulations for trained neural networks(2020)163 cited
• → Bounding and Counting Linear Regions of Deep Neural Networks(2017)47 cited
• → Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing(2020)46 cited
• → Solving Mixed Integer Programs Using Neural Networks(2020)42 cited
• → The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification(2020)38 cited
• → Repetition-free longest common subsequence(2009)38 cited
• → Target Cuts from Relaxed Decision Diagrams(2019)22 cited
• → CAQL: Continuous Action Q-Learning(2019)14 cited