Stratis Tsirtsis

According to our database, Stratis Tsirtsis authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Counterfactual Token Generation in Large Language Models.

Ivi Chatzi, Nina Corvelo Benz, Eleni Straitouri, Stratis Tsirtsis, Manuel Gomez-Rodriguez

CoRR, 2024

2023

Finding Counterfactually Optimal Action Sequences in Continuous State Spaces.

Stratis Tsirtsis, Manuel Gomez-Rodriguez

CoRR, 2023

On the Within-Group Discrimination of Screening Classifiers.

Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez

CoRR, 2023

Finding Counterfactually Optimal Action Sequences in Continuous State Spaces.

Stratis Tsirtsis, Manuel Rodriguez

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the Within-Group Fairness of Screening Classifiers.

Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez

Proceedings of the International Conference on Machine Learning, 2023

2022

Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots.

Lars Lorch, Heiner Kremer, William Trouleau, Stratis Tsirtsis, Aron Szanto, Bernhard Schölkopf, Manuel Gomez-Rodriguez

ACM Trans. Spatial Algorithms Syst., 2022

Pooled testing of traced contacts under superspreading dynamics.

Stratis Tsirtsis, Abir De, Lars Lorch, Manuel Gomez-Rodriguez

PLoS Comput. Biol., 2022

2021

Counterfactual Explanations in Sequential Decision Making Under Uncertainty.

Stratis Tsirtsis, Abir De, Manuel Gomez-Rodriguez

CoRR, 2021

Group Testing under Superspreading Dynamics.

Stratis Tsirtsis, Abir De, Lars Lorch, Manuel Gomez-Rodriguez

CoRR, 2021

Counterfactual Explanations in Sequential Decision Making Under Uncertainty.

Stratis Tsirtsis, Abir De, Manuel Rodriguez

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness.

Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K. Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

A Spatiotemporal Epidemic Model to Quantify the Effects of Contact Tracing, Testing, and Containment.

Lars Lorch, William Trouleau, Stratis Tsirtsis, Aron Szanto, Bernhard Schölkopf, Manuel Gomez-Rodriguez

CoRR, 2020

Decisions, Counterfactual Explanations and Strategic Behavior.

Stratis Tsirtsis, Manuel Gomez Rodriguez

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020