Gradient Estimation with Stochastic Softmax Tricks. - Max B. Paulus; Dami Choi; Daniel Tarlow; Andreas Krause 001; Chris J. Maddison (NeurIPS, 2020)

Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator. - Max B. Paulus; Chris J. Maddison; Andreas Krause 001 (ICLR, 2021)

A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning. - Iris A. M. Huijben; Wouter Kool 002; Max B. Paulus; Ruud J. G. van Sloun (CoRR, 2021)

Augment with Care: Contrastive Learning for Combinatorial Problems. - Haonan Duan 002; Pashootan Vaezipoor; Max B. Paulus; Yangjun Ruan; Chris J. Maddison (ICML, 2022)

Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning. - Max B. Paulus; Giulia Zarpellon; Andreas Krause 001; Laurent Charlin; Chris J. Maddison (ICML, 2022)

Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs. - Djordje Miladinovic; Kumar Shridhar; Kushal Jain; Max B. Paulus; Joachim M. Buhmann; Carl Allen (NeurIPS, 2022)

Instance-wise algorithm configuration with graph neural networks. - Romeo Valentin; Claudio Ferrari; Jérémy Scheurer; Andisheh Amrollahi; Chris Wendler; Max B. Paulus (CoRR, 2022)

Augment with Care: Contrastive Learning for the Boolean Satisfiability Problem. - Haonan Duan 002; Pashootan Vaezipoor; Max B. Paulus; Yangjun Ruan; Chris J. Maddison (CoRR, 2022)

Learning to Predict Security Constraints for Large-Scale Unit Commitment Problems. - Rafael Sterzinger; Jan Poland; Max B. Paulus; Didier Chételat (ISGT EUROPE, 2023)

Learning to Configure Separators in Branch-and-Cut. - Sirui Li; Wenbin Ouyang; Max B. Paulus; Cathy Wu 002 (NeurIPS, 2023)

Learning To Dive In Branch And Bound. - Max B. Paulus; Andreas Krause 001 (NeurIPS, 2023)

A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning. - Iris A. M. Huijben; Wouter Kool 001; Max B. Paulus; Ruud J. G. van Sloun (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning with and for discrete optimization. - Max B. Paulus (2023)