Manuel Gomez Rodriguez

37 papers A* 16A 3B 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Human-Alignment Influences the Utility of AI-assisted Decision Making. CoRR Nina L. Corvelo Benz, Manuel Gomez Rodriguez
2024	A*	`conf`	Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets. NeurIPS Eleni Straitouri, Suhas Thejaswi, Manuel Gomez Rodriguez
2024	J	`jnl`	Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets. CoRR Eleni Straitouri, Suhas Thejaswi, Manuel Gomez Rodriguez
2024	A*	`conf`	Designing Decision Support Systems using Counterfactual Prediction Sets. ICML Eleni Straitouri, Manuel Gomez Rodriguez
2024	A*	`conf`	Prediction-Powered Ranking of Large Language Models. NeurIPS Ivi Chatzi, Eleni Straitouri, Suhas Thejaswi, Manuel Gomez Rodriguez
2024	J	`jnl`	Prediction-Powered Ranking of Large Language Models. CoRR Ivi Chatzi, Eleni Straitouri, Suhas Thejaswi, Manuel Gomez Rodriguez
2024	A*	`conf`	Towards Human-AI Complementarity with Prediction Sets. NeurIPS Giovanni De Toni, Nastaran Okati, Suhas Thejaswi, Eleni Straitouri, Manuel Gomez Rodriguez
2024	B	`conf`	Towards a computational model of responsibility judgments in sequential human-AI collaboration. CogSci Stratis Tsirtsis, Manuel Gomez Rodriguez, Tobias Gerstenberg
2023	J	`jnl`	Designing Decision Support Systems Using Counterfactual Prediction Sets. CoRR Eleni Straitouri, Manuel Gomez Rodriguez
2023	A*	`conf`	Finding Counterfactually Optimal Action Sequences in Continuous State Spaces. NeurIPS Stratis Tsirtsis, Manuel Gomez Rodriguez
2023	A*	`conf`	Human-Aligned Calibration for AI-Assisted Decision Making. NeurIPS Nina Corvelo Benz, Manuel Gomez Rodriguez
2023	J	`jnl`	Human-Aligned Calibration for AI-Assisted Decision Making. CoRR Nina L. Corvelo Benz, Manuel Gomez Rodriguez
2023	A*	`conf`	Improving Expert Predictions with Conformal Prediction. ICML Eleni Straitouri, Lequn Wang, Nastaran Okati, Manuel Gomez Rodriguez
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II ECML/PKDD (2) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III ECML/PKDD (3) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV ECML/PKDD (4) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V ECML/PKDD (5) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023	J	`jnl`	On the Within-Group Discrimination of Screening Classifiers. CoRR Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez
2023	A*	`conf`	On the Within-Group Fairness of Screening Classifiers. ICML Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez
2022	J	`jnl`	Counterfactual Inference of Second Opinions. CoRR Nina Corvelo Benz, Manuel Gomez Rodriguez
2022	A	`conf`	Counterfactual inference of second Opinions. UAI Nina L. Corvelo Benz, Manuel Gomez Rodriguez
2022	A*	`conf`	Improving Screening Processes via Calibrated Subset Selection. ICML Lequn Wang, Thorsten Joachims, Manuel Gomez Rodriguez
2022	J	`jnl`	Improving Screening Processes via Calibrated Subset Selection. CoRR Lequn Wang, Thorsten Joachims, Manuel Gomez Rodriguez
2022	J	`jnl`	Learning to Switch Among Agents in a Team. Trans. Mach. Learn. Res. Vahid Balazadeh Meresht, Abir De, Adish Singla, Manuel Gomez Rodriguez
2022	J	`jnl`	Provably Improving Expert Predictions with Conformal Prediction. CoRR Eleni Straitouri, Lequn Wang, Nastaran Okati, Manuel Gomez Rodriguez
2021	A*	`conf`	Classification Under Human Assistance. AAAI Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez Rodriguez
2021	A*	`conf`	Counterfactual Explanations in Sequential Decision Making Under Uncertainty. NeurIPS Stratis Tsirtsis, Abir De, Manuel Gomez Rodriguez
2021	J	`jnl`	Counterfactual Temporal Point Processes. CoRR Kimia Noorbakhsh, Manuel Gomez Rodriguez
2020	A*	`conf`	Decisions, Counterfactual Explanations and Strategic Behavior. NeurIPS Stratis Tsirtsis, Manuel Gomez Rodriguez
2020	A	`conf`	Fair Decisions Despite Imperfect Predictions. AISTATS Niki Kilbertus, Manuel Gomez Rodriguez, Bernhard Schölkopf, Krikamol Muandet, Isabel Valera
2020	A	`conf`	On the design of consequential ranking algorithms. UAI Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
2019	J	`jnl`	Consequential Ranking Algorithms and Long-term Welfare. CoRR Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez
2019	A*	`conf`	NeVAE: A Deep Generative Model for Molecular Graphs. AAAI Bidisha Samanta, Abir De, Gourhari Jana, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez Rodriguez
2019	A*	`conf`	Teaching Multiple Concepts to a Forgetful Learner. NeurIPS Anette Hunziker, Yuxin Chen, Oisin Mac Aodha, Manuel Gomez Rodriguez, Andreas Krause, Pietro Perona, Yisong Yue, Adish Singla
2018	A*	`conf`	Deep Reinforcement Learning of Marked Temporal Point Processes. NeurIPS Utkarsh Upadhyay, Abir De, Manuel Gomez Rodriguez
2018	A*	`conf`	Enhancing the Accuracy and Fairness of Human Decision Making. NeurIPS Isabel Valera, Adish Singla, Manuel Gomez Rodriguez
2018	J	`jnl`	Enhancing the Accuracy and Fairness of Human Decision Making. CoRR Isabel Valera, Adish Singla, Manuel Gomez Rodriguez