Max B. Paulus

Researcher, Magic AI

Joined

September 2020

Names

Max B. Paulus (Preferred)

Max B Paulus

Emails

****@inf.ethz.ch (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

Magic AI (magic.dev)

2023 – Present

PhD student

Swiss Federal Institute of Technology (ethz.ch)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning to Configure Separators in Branch-and-Cut
Sirui Li, Wenbin Ouyang, Max B. Paulus, Cathy Wu
- NeurIPS 2023 poster
- Readers: Everyone
Learning To Dive In Branch And Bound
Max B. Paulus, Andreas Krause
- NeurIPS 2023 poster
- Readers: Everyone
Augment with Care: Contrastive Learning for Combinatorial Problems
Haonan Duan, Pashootan Vaezipoor, Max B. Paulus, Yangjun Ruan, Chris J. Maddison
- 18 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning To Dive In Branch And Bound
Max B. Paulus, Andreas Krause
- 2023 (modified: 06 Apr 2023)
- CoRR 2023
- Readers: Everyone
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning
Iris A. M. Huijben, Wouter Kool, Max B. Paulus, Ruud J. G. van Sloun
- 2023 (modified: 06 Apr 2023)
- IEEE Trans. Pattern Anal. Mach. Intell. 2023
- Readers: Everyone
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs
Đorđe Miladinović, Kumar Shridhar, Kushal Jain, Max B. Paulus, Joachim M. Buhmann, Carl Allen
- Published: 31 Oct 2022, Last Modified: 16 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning
Max B. Paulus, Giulia Zarpellon, Andreas Krause, Laurent Charlin, Chris J. Maddison
- 2022 (modified: 06 Apr 2023)
- ICML 2022
- Readers: Everyone
Instance-wise algorithm configuration with graph neural networks
Romeo Valentin, Claudio Ferrari, Jérémy Scheurer, Andisheh Amrollahi, Chris Wendler, Max B. Paulus
- 2022 (modified: 06 Apr 2023)
- CoRR 2022
- Readers: Everyone
Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator
Max B Paulus, Chris J. Maddison, Andreas Krause
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Oral
- Readers: Everyone