Paulus, Anselm

8 publications

ICML 2025 AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian

ICML 2024 LPGD: A General Framework for Backpropagation Through Embedded Optimization Layers Anselm Paulus, Georg Martius, Vı́t Musil

ICLR 2023 Backpropagation Through Combinatorial Algorithms: Identity with Projection Works Subham Sekhar Sahoo, Anselm Paulus, Marin Vlastelica, Vít Musil, Volodymyr Kuleshov, Georg Martius

ICMLW 2023 Lagrangian Proximal Gradient Descent for Learning Convex Optimization Models Anselm Paulus, Vít Musil, Georg Martius

ICML 2021 CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints Anselm Paulus, Michal Rolinek, Vit Musil, Brandon Amos, Georg Martius

ECCV 2020 Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers Michal Rolínek, Paul Swoboda, Dominik Zietlow, Anselm Paulus, Vít Musil, Georg Martius

ICLR 2020 Differentiation of Blackbox Combinatorial Solvers Marin Vlastelica, Anselm Paulus, Vít Musil, Georg Martius, Michal Rolínek

NeurIPSW 2020 Fit the Right NP-Hard Problem: End-to-End Learning of Integer Programming Constraints Anselm Paulus, Michal Rolinek, Vít Musil, Brandon Amos, Georg Martius