Publications

Kirtan Padh, Jakob Zeitler, David Watson, Matt Kusner, Ricardo Silva, Niki Kilbertus (2023). Stochastic causal programming for bounding treatment effects. Conference on Causal Learning and Reasoning (CLeaR) 2023.

Kirtan Padh, Jakob Zeitler, David Watson, Matt Kusner, Ricardo Silva, Niki Kilbertus (2022). Partial identification without distributional assumptions. NeurIPS 2022 Workshop on Causality for Real-world Impact.

Kirtan Padh, Diego Antognini, Emma Lejal-Glaude, Boi Faltings, Claudiu Musat (2021). Addressing fairness in classification with a model-agnostic multi-objective algorithm. Uncertainty in Artificial Intelligence.

Eva Thelisson, Kirtan Padh, L Elisa Celis (2017). Regulatory mechanisms and algorithms towards trust in AI/ML. Proceedings of the IJCAI 2017 workshop on explainable artificial intelligence (XAI), Melbourne, Australia.