Manuel Gomez Rodriguez
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Manuel Gomez Rodriguez, Ph.D. ( |
Latest News
Our paper "Counterfactual Token Generation in Large Language Models" (with I. Chatzi, N. Corvelo Benz, E. Straitouri and S. Tsirtsis) has been accepted at the NeurIPS workshop on Causality and Large Language Models! (10.10.24)
Our papers "Prediction-Powered Ranking of Large Language Models" (with I. Chatzi, E. Straitouri and S. Thejaswi), "Towards Human-AI Complementarity with Predictions Sets" (with G. De Toni, N. Okati, S. Thejaswi and E. Straitouri) and "Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets" (with E. Straitouri and S. Thejaswi) have been accepted at NeurIPS 2024! (26.09.23)
Our paper "Designing Decision Support Systems using Counterfactual Prediction Sets" (with E. Straitouri) has been accepted at ICML 2024! (02.05.24)
Our paper "Towards a computational model of responsibility judgments in sequential human-AI collaboration" (with S. Tsirtsis and T. Gerstenberg) has been accepted at CogSci 2024! (06.04.2024)
Our paper "Optimal Decision Making Under Strategic Behavior" (with S. Tsirtsis, B. Tabibian, M. Khajehnejad, B. Schoelkopf and A. Singla) has been published at Management Science! (27.02.24)
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)
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