Bridging machine learning and mechanism design towards algorithmic fairness J Finocchiaro, R Maio, F Monachou, GK Patro, M Raghavan, AA Stoica, ...
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
55 2021 An embedding framework for consistent polyhedral surrogates J Finocchiaro, R Frongillo, B Waggoner
Advances in neural information processing systems 32, 2019
24 2019 Embedding dimension of polyhedral losses J Finocchiaro, R Frongillo, B Waggoner
Conference on Learning Theory, 1558-1585, 2020
11 2020 Egocentric height estimation J Finocchiaro, AU Khan, A Borji
2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 1142-1150, 2017
8 2017 Consistent polyhedral surrogates for top-k classification and variants A Thilagar, R Frongillo, JJ Finocchiaro, E Goodwill
International Conference on Machine Learning, 21329-21359, 2022
6 2022 Unifying lower bounds on prediction dimension of consistent convex surrogates J Finocchiaro, R Frongillo, B Waggoner
arXiv preprint arXiv:2102.08218, 2021
5 2021 An embedding framework for the design and analysis of consistent polyhedral surrogates J Finocchiaro, RM Frongillo, B Waggoner
Journal of Machine Learning Research 25 (63), 1-60, 2024
4 2024 Evolutionary Optimization of Cooperative Strategies for the Iterated Prisoner's Dilemma J Finocchiaro, HD Mathias
IEEE Transactions on Games 13 (2), 170-179, 2020
4 2020 Convex elicitation of continuous properties J Finocchiaro, R Frongillo
Advances in Neural Information Processing Systems 31, 2018
4 2018 Online platforms and the fair exposure problem under homophily J Schoeffer, A Ritchie, K Naggita, F Monachou, J Finocchiaro, M Juarez
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11899 …, 2023
3 2023 Unifying lower bounds on prediction dimension of convex surrogates J Finocchiaro, R Frongillo, B Waggoner
Advances in Neural Information Processing Systems 34, 22046-22057, 2021
3 2021 Consistent Polyhedral Surrogates for Top- Classification and Variants J Finocchiaro, R Frongillo, E Goodwill, A Thilagar
arXiv preprint arXiv:2207.08873, 2022
2 2022 The structured abstain problem and the lovász hinge JJ Finocchiaro, R Frongillo, EB Nueve
Conference on Learning Theory, 3718-3740, 2022
2 2022 Fairness and Discrimination in Mechanism Design and Machine Learning J Finocchiaro, R Maio, F Monachou, GK Patro, M Raghavan, AA Stoica, ...
AI for Social Good Workshop, 2020
2 2020 Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks S Johnson-Yu, J Finocchiaro, K Wang, Y Vorobeychik, A Sinha, A Taneja, ...
International Conference on Decision and Game Theory for Security, 133-152, 2023
1 2023 Modeling Robustness in Decision-Focused Learning as a Stackelberg Game S Johnson-Yu, K Wang, J Finocchiaro, A Taneja, M Tambe
Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023
1 2023 A Decomposition of a Complete Graph with a Hole R Back, AB Castano, R Galindo, J Finocchiaro
Open Journal of Discrete Mathematics 11 (1), 1-12, 2020
1 2020 Robustness of voting mechanisms to external information in expectation Y Chen, J Finocchiaro
arXiv preprint arXiv:2404.07818, 2024
2024 Trading off Consistency and Dimensionality of Convex Surrogates for the Mode E Nueve, B Waggoner, D Kimpara, J Finocchiaro
arXiv preprint arXiv:2402.10818, 2024
2024 Using Property Elicitation to Understand the Impacts of Fairness Constraints J Finocchiaro
arXiv preprint arXiv:2309.11343, 2023
2023