Sussex, Scott

8 publications

ICLR 2025 Standardizing Structural Causal Models Weronika Ormaniec, Scott Sussex, Lars Lorch, Bernhard Schölkopf, Andreas Krause

ICLR 2024 Adversarial Causal Bayesian Optimization Scott Sussex, Pier Giuseppe Sessa, Anastasia Makarova, Andreas Krause

ICLR 2023 Model-Based Causal Bayesian Optimization Scott Sussex, Anastasia Makarova, Andreas Krause

NeurIPS 2022 Amortized Inference for Causal Structure Learning Lars Lorch, Scott Sussex, Jonas Rothfuss, Andreas Krause, Bernhard Schölkopf

NeurIPSW 2022 Amortized Inference for Causal Structure Learning Lars Lorch, Scott Sussex, Jonas Rothfuss, Andreas Krause, Bernhard Schölkopf

NeurIPS 2022 Learning Long-Term Crop Management Strategies with CyclesGym Matteo Turchetta, Luca Corinzia, Scott Sussex, Amanda Burton, Juan Herrera, Ioannis Athanasiadis, Joachim M Buhmann, Andreas Krause

NeurIPS 2021 Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning Scott Sussex, Caroline Uhler, Andreas Krause

ICML 2019 Combining Parametric and Nonparametric Models for Off-Policy Evaluation Omer Gottesman, Yao Liu, Scott Sussex, Emma Brunskill, Finale Doshi-Velez