Publications

Journals

  1. Optimal Decision Making Under Strategic Behavior
    Management Science, February 2024
    Stratis Tsirtsis, Behzad Tabibian, Moein Khajehnejad, Adish Singla, Bernhard Schölkopf and Manuel Gomez-Rodriguez
  2. 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
  3. 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

  1. 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
  2. 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
  3. 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
  4. 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
  5. Decisions, Counterfactual Explanations and Strategic Behavior
    34th Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2020
    Stratis Tsirtsis and Manuel Gomez-Rodriguez

Workshops

  1. 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
  2. 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
  3. 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
  4. Decisions, Counterfactual Explanations and Strategic Behavior
    4th Workshop on Mechanism Design for Social Good (MD4SG), Virtual, August 2020
    Stratis Tsirtsis and Manuel Gomez-Rodriguez
  5. 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