Manuel Gomez Rodriguez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Conformal Prediction

Generative Model

Human Decision Making

Top Venues

Publications

Eleni Straitouri, Suhas Thejaswi, Manuel Gomez Rodriguez
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets. CoRR (2024)
Ivi Chatzi, Eleni Straitouri, Suhas Thejaswi, Manuel Gomez Rodriguez
Prediction-Powered Ranking of Large Language Models. CoRR (2024)
Eleni Straitouri, Manuel Gomez Rodriguez
Designing Decision Support Systems Using Counterfactual Prediction Sets. CoRR (2023)
Nina L. Corvelo Benz, Manuel Gomez Rodriguez
Human-Aligned Calibration for AI-Assisted Decision Making. CoRR (2023)
Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez
On the Within-Group Fairness of Screening Classifiers. ICML (2023)
Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez
On the Within-Group Discrimination of Screening Classifiers. CoRR (2023)
Eleni Straitouri, Lequn Wang, Nastaran Okati, Manuel Gomez Rodriguez
Improving Expert Predictions with Conformal Prediction. ICML (2023)
Lequn Wang, Thorsten Joachims, Manuel Gomez Rodriguez
Improving Screening Processes via Calibrated Subset Selection. ICML (2022)
Nina L. Corvelo Benz, Manuel Gomez Rodriguez
Counterfactual inference of second Opinions. UAI (2022)
Vahid Balazadeh Meresht, Abir De, Adish Singla, Manuel Gomez Rodriguez
Learning to Switch Among Agents in a Team. Trans. Mach. Learn. Res. 2022 (2022)
Eleni Straitouri, Lequn Wang, Nastaran Okati, Manuel Gomez Rodriguez
Provably Improving Expert Predictions with Conformal Prediction. CoRR (2022)
Lequn Wang, Thorsten Joachims, Manuel Gomez Rodriguez
Improving Screening Processes via Calibrated Subset Selection. CoRR (2022)
Nina Corvelo Benz, Manuel Gomez Rodriguez
Counterfactual Inference of Second Opinions. CoRR (2022)
Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez Rodriguez
Classification Under Human Assistance. AAAI (2021)
Kimia Noorbakhsh, Manuel Gomez Rodriguez
Counterfactual Temporal Point Processes. CoRR (2021)
Niki Kilbertus, Manuel Gomez Rodriguez, Bernhard Schölkopf, Krikamol Muandet, Isabel Valera
Fair Decisions Despite Imperfect Predictions. AISTATS (2020)
Stratis Tsirtsis, Manuel Gomez Rodriguez
Decisions, Counterfactual Explanations and Strategic Behavior. NeurIPS (2020)
Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
On the design of consequential ranking algorithms. UAI (2020)
Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
Consequential Ranking Algorithms and Long-term Welfare. CoRR (2019)
Bidisha Samanta, Abir De, Gourhari Jana, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez Rodriguez
NeVAE: A Deep Generative Model for Molecular Graphs. AAAI (2019)
Anette Hunziker, Yuxin Chen, Oisin Mac Aodha, Manuel Gomez Rodriguez, Andreas Krause, Pietro Perona, Yisong Yue, Adish Singla
Teaching Multiple Concepts to a Forgetful Learner. NeurIPS (2019)
Utkarsh Upadhyay, Abir De, Manuel Gomez Rodriguez
Deep Reinforcement Learning of Marked Temporal Point Processes. NeurIPS (2018)
Isabel Valera, Adish Singla, Manuel Gomez Rodriguez
Enhancing the Accuracy and Fairness of Human Decision Making. NeurIPS (2018)
Isabel Valera, Adish Singla, Manuel Gomez Rodriguez
Enhancing the Accuracy and Fairness of Human Decision Making. CoRR (2018)