Research
Journals
- Optimal Decision Making Under Strategic Behavior
Management Science, September 2023
Stratis Tsirtsis, Behzad Tabibian, Moein Khajehnejad, Adish Singla, Bernhard Schölkopf and Manuel Gomez-Rodriguez - Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots
ACM Transactions on Spatial Algorithms and Systems (TSAS), April 2022
Lars Lorch, Heiner Kremer, William Trouleau, Stratis Tsirtsis, Aron Szanto, Bernhard Schölkopf and Manuel Gomez-Rodriguez - Pooled Testing of Traced Contacts Under Superspreading Dynamics
PLOS Computational Biology, March 2022
Stratis Tsirtsis, Abir De, Lars Lorch and Manuel Gomez-Rodriguez
Conference proceedings
- Finding Counterfactually Optimal Action Sequences in Continuous State Spaces
37th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, December 2023
Stratis Tsirtsis and Manuel Gomez-Rodriguez - On the Within-Group Fairness of Screening Classifiers
40th International Conference on Machine Learning (ICML), Honolulu, July 2023
Nastaran Okati, Stratis Tsirtsis and Manuel Gomez-Rodriguez - Counterfactual Explanations in Sequential Decision Making Under Uncertainty
35th Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021
Stratis Tsirtsis, Abir De and Manuel Gomez-Rodriguez - Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness
4th ACM Conference on Fairness, Accountability, and Transparency (FAccT), Virtual, March 2021
Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K Patro, Manish Raghavan, Ana-Andreea Stoica and Stratis Tsirtsis - Decisions, Counterfactual Explanations and Strategic Behavior
34th Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2020
Stratis Tsirtsis and Manuel Gomez-Rodriguez
Workshops
- On the Within-Group Fairness of Screening Classifiers
2nd ACM SIGKDD Workshop on Ethical Artificial Intelligence: Methods and Applications, Long Beach, August 2023
Nastaran Okati, Stratis Tsirtsis and Manuel Gomez-Rodriguez - Finding Counterfactually Optimal Action Sequences in Continuous State Spaces
ICML Workshop on Counterfactuals in Minds and Machines, Honolulu, July 2023
Stratis Tsirtsis and Manuel Gomez-Rodriguez - Counterfactual Explanations in Sequential Decision Making Under Uncertainty
ICML Workshop on Interpretable Machine Learning in Healthcare, Virtual, July 2021
Stratis Tsirtsis, Abir De and Manuel Gomez-Rodriguez - Decisions, Counterfactual Explanations and Strategic Behavior
4th Workshop on Mechanism Design for Social Good (MD4SG), Virtual, August 2020
Stratis Tsirtsis and Manuel Gomez-Rodriguez - Fairness and Discrimination in Mechanism Design and Machine Learning
AI for Social Good Workshop (AI4SG), Virtual, July 2020
Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K Patro, Manish Raghavan, Ana-Andreea Stoica and Stratis Tsirtsis