Manuel Gomez Rodriguez
 |
Manuel Gomez Rodriguez, Ph.D. ( |
Latest News
Our papers "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces" (with S. Tsirtsis) and "Human-Aligned Calibration for AI-Assisted Decision Making" (with N. Corvelo Benz) have been accepted at NeurIPS 2023! (22.09.23)
Our paper "Optimal Decision Making Under Strategic Behavior" (with S. Tsirtsis, B. Tabibian, M. Khajehnejad, B. Schoelkopf and A. Singla) has been accepted at Management Science! (05.09.23)
Our paper "Designing Decision Support Systems using Counterfactual Prediction Sets" (with E. Straitouri) got a Best Paper Award at the ICML Workshop on AI and HCI! (31.07.23)
I have created a presentation on "Improving Decision Support with Machine Learning, Provably". It summarizes one of my recent lines of work where I see tons of opportunities for future work! (13.06.23)
We have released new preprints on "Human-Aligned Calibration for AI-Assisted Decision Making" (with N. Corvelo Benz), "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces" (with S. Tsirtsis) and "Designing Decision Support Systems using Counterfactual Prediction Sets" (with E. Straitouri)! (11.06.23)
Our papers "Improving Expert Predictions with Conformal Prediction" (with L. Straitouri, L. Wang and N. Okati) and "On the Within-Group Discrimination of Screening Classifiers" (with N. Okati and S. Tsirtsis) have been accepted at ICML 2023! (25.04.23)
Consider submitting to the ICML workshop on Counterfactuals in Minds and Machines I am co-organizing! Deadline is May 26! (14.04.23)
I have received an ERC Starting Grant on Human-Centric Machine Learning and I am looking for interns, phd students and postdocs! Drop me an e-mail for informal inquiries!
Contact
mail: manuel[at]mpi-sws.org
voice: +49 (631) 9303-8301
office (mpi): MPI-SWS, Paul-Ehrlich-Strasse, Building G26, D-67663 Kaiserslautern,
Germany