Jakob Zeitler

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Search Strategies

Causal Networks

Indirect Effects

Top Venues

Publications

Gbètondji J.-S. Dovonon, Jakob Zeitler
Long-run Behaviour of Multi-fidelity Bayesian Optimisation. CoRR (2023)
Gecia Bravo Hermsdorff, David S. Watson, Jialin Yu, Jakob Zeitler, Ricardo Silva
Intervention Generalization: A View from Factor Graph Models. NeurIPS (2023)
Mahdi Eskandari, Lars Puiman, Jakob Zeitler
Multi-fidelity Bayesian Optimisation of Syngas Fermentation Simulators. CoRR (2023)
Jakob Zeitler, Athanasios Vlontzos, Ciarán M. Gilligan-Lee
Non-parametric identifiability and sensitivity analysis of synthetic control models. CoRR (2023)
Hao Wen, Jakob Zeitler, Connor Rupnow
Search Strategies for Self-driving Laboratories with Pending Experiments. CoRR (2023)
Jakob Zeitler, Athanasios Vlontzos, Ciarán Mark Gilligan-Lee
Non-parametric identifiability and sensitivity analysis of synthetic control models. CLeaR (2023)
Kirtan Padh, Jakob Zeitler, David S. Watson, Matt J. Kusner, Ricardo Silva, Niki Kilbertus
Stochastic Causal Programming for Bounding Treatment Effects. CLeaR (2023)
Gecia Bravo-Hermsdorff, David S. Watson, Jialin Yu, Jakob Zeitler, Ricardo Silva
Intervention Generalization: A View from Factor Graph Models. CoRR (2023)
Jakob Zeitler, Ricardo Silva
The Causal Marginal Polytope for Bounding Treatment Effects. CoRR (2022)
Kirtan Padh, Jakob Zeitler, David S. Watson, Matt J. Kusner, Ricardo Silva, Niki Kilbertus
Stochastic Causal Programming for Bounding Treatment Effects. CoRR (2022)
Julius von Kügelgen, Nikita Agarwal, Jakob Zeitler, Afsaneh Mastouri, Bernhard Schölkopf
Algorithmic Recourse in Partially and Fully Confounded Settings Through Bounding Counterfactual Effects. CoRR (2021)