Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 10 Reduced Inequalities -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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Causal Explanations for Image Classifiers
Chockler, H., Kelly, D., Kroening, D. & Sun, Y., 26 Mar 2026, (Accepted/In press) In: Journal of Artificial Intelligence Research.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Causal Liability in Autonomous Systems
Aryan, K., Chockler, H. & Mousavi, M., 28 Jan 2026, (Accepted/In press) Proceddings of the 29th International Conference on Fundamental Approaches to Software Engineering (FASE 2026). Springer, (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile22 Downloads (Pure) -
Differentiable Causal Search
Aryan, K., Mousavi, M. & Chockler, H., 7 Apr 2026, (Accepted/In press) Fifth Conference on Causal Learning and Reasoning : CLeaR 2026. Vol. 323. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile34 Downloads (Pure) -
Explaining Failures of Cyber-Physical Systems with Actual Causality
Elimelech, K., Yaacov, T., Kelly, D., Chockler, H. & Vardi, M. Y., 1 Jun 2026, (Accepted/In press) In: Proceedings - IEEE International Conference on Robotics and Automation.Research output: Contribution to journal › Conference paper › peer-review
Open AccessFile111 Downloads (Pure) -
Counterfactual Influence in Markov Decision Processes
Kazemi Mehrabadi, M., Lally, J., Tishchenko, E., Chockler, H. & Paoletti, N., 28 Jan 2025, (Accepted/In press) CLeaR (Causal Learning and Reasoning) 2025.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open AccessFile34 Downloads (Pure)
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CHAI: CHAI - EPSRC AI Hub for Causality in Healthcare AI with Real Data
Chockler, H. (Primary Investigator), Grigoriadis, A. (Co-Investigator) & He, Y. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/02/2024 → 31/01/2029
Project: Research
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Better Gover: UKRI Research Node on Trustworthy Autonomous Systems Governance and Regulation: Better Governance by Design
Chockler, H. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/11/2020 → 31/07/2024
Project: Research
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Trusted Autonomous Systems Hub
Moreau, L. (Primary Investigator), Borgo, R. (Co-Investigator), Ventre, C. (Co-Investigator), Chockler, H. (Co-Investigator), Viganò, L. (Co-Investigator), Devlin, K. (Co-Investigator), Kleinman, M. (Co-Investigator), Aplin, T. (Co-Investigator), Luff, P. (Co-Investigator), Samiolo, R. (Co-Investigator) & Dasgupta, P. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/09/2020 → 31/08/2024
Project: Research
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Learning Design Patterns in Software
Chockler, H. (Primary Investigator)
1/12/2017 → 5/12/2022
Project: Research
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UPRISE - Unifying Proactive Security for Highly-Connected CPS
Chockler, H. (Primary Investigator)
1/01/2017 → 31/12/2019
Project: Research