Jessie Finocchiaro
Jessie Finocchiaro
Postdoctoral Research Fellow, Harvard University
Verified email at - Homepage
Cited by
Cited by
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
An embedding framework for consistent polyhedral surrogates
J Finocchiaro, R Frongillo, B Waggoner
Advances in neural information processing systems 32, 2019
Embedding dimension of polyhedral losses
J Finocchiaro, R Frongillo, B Waggoner
Conference on Learning Theory, 1558-1585, 2020
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
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
Egocentric height estimation
J Finocchiaro, AU Khan, A Borji
2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 1142-1150, 2017
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
Convex elicitation of continuous properties
J Finocchiaro, R Frongillo
Advances in Neural Information Processing Systems 31, 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
Evolutionary Optimization of Cooperative Strategies for the Iterated Prisoner's Dilemma
J Finocchiaro, HD Mathias
IEEE Transactions on Games 13 (2), 170-179, 2020
Consistent Polyhedral Surrogates for Top- Classification and Variants
J Finocchiaro, R Frongillo, E Goodwill, A Thilagar
arXiv preprint arXiv:2207.08873, 2022
The structured abstain problem and the lovász hinge
JJ Finocchiaro, R Frongillo, EB Nueve
Conference on Learning Theory, 3718-3740, 2022
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
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
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
Participatory Objective Design via Preference Elicitation
A Shirali, J Finocchiaro, R Abebe
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1637-1662, 2024
Using Property Elicitation to Understand the Impacts of Fairness Regularizers
J Finocchiaro
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 62-73, 2024
Robustness of voting mechanisms to external information in expectation
Y Chen, J Finocchiaro
arXiv preprint arXiv:2404.07818, 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
Designing Consistent and Convex Surrogates for General Prediction Tasks
J Finocchiaro
University of Colorado at Boulder, 2022
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