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ORCIDJessica Finocchiaro
Person information
- affiliation: Boston College, USA
- affiliation (former): University of Colorado at Boulder, USA
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Journal Articles
- 2024
[j2]Jessie Finocchiaro, Rafael M. Frongillo, Bo Waggoner:
An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates. J. Mach. Learn. Res. 25: 63:1-63:60 (2024)- 2021
- [j1]Jessie Finocchiaro
, H. David Mathias:
Evolutionary Optimization of Cooperative Strategies for the Iterated Prisoner's Dilemma. IEEE Trans. Games 13(2): 170-179 (2021)
Conference and Workshop Papers
- 2025
- [c18]Yiling Chen, Jessie Finocchiaro:
Robustness of Voting Mechanisms to External Information. SAGT 2025: 483-501 - 2024
- [c17]Mayra Russo, Mackenzie Jorgensen, Kristen M. Scott, Wendy Xu, Di H. Nguyen, Jessie Finocchiaro, Matthew Olckers:
Bridging Research and Practice Through Conversation: Reflecting on Our Experience. EAAMO 2024: 7:1-7:11 - [c16]Jessie Finocchiaro:
Using Property Elicitation to Understand the Impacts of Fairness Regularizers. FAccT 2024: 62-73 - [c15]Ali Shirali, Jessie Finocchiaro, Rediet Abebe:
Participatory Objective Design via Preference Elicitation. FAccT 2024: 1637-1662 - [c14]Enrique B. Nueve, Dhamma Kimpara, Bo Waggoner, Jessica Finocchiaro:
Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification. NeurIPS 2024 - 2023
- [c13]Jakob Schoeffer, Alexander Ritchie, Keziah Naggita, Faidra Monachou, Jessica Finocchiaro, Marc Juarez:
Online Platforms and the Fair Exposure Problem under Homophily. AAAI 2023: 11899-11908 - [c12]Sonja Johnson-Yu, Kai Wang, Jessie Finocchiaro, Aparna Taneja, Milind Tambe:
Modeling Robustness in Decision-Focused Learning as a Stackelberg Game. AAMAS 2023: 2908-2909 - [c11]Sonja Johnson-Yu, Jessie Finocchiaro, Kai Wang, Yevgeniy Vorobeychik, Arunesh Sinha, Aparna Taneja, Milind Tambe:
Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks. GameSec 2023: 133-152 - 2022
- [c10]Enrique B. Nueve, Rafael M. Frongillo, Jessica Finocchiaro:
The Structured Abstain Problem and the Lovász Hinge. COLT 2022: 3718-3740 - [c9]Anish Thilagar, Rafael M. Frongillo, Jessica Finocchiaro, Emma Goodwill:
Consistent Polyhedral Surrogates for Top-k Classification and Variants. ICML 2022: 21329-21359 - 2021
- [c8]Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K. Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis:
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness. FAccT 2021: 489-503 - [c7]Jessica Finocchiaro, Rafael M. Frongillo, Bo Waggoner:
Unifying lower bounds on prediction dimension of convex surrogates. NeurIPS 2021: 22046-22057 - 2020
- [c6]Jessie Finocchiaro, Rafael M. Frongillo, Bo Waggoner:
Embedding Dimension of Polyhedral Losses. COLT 2020: 1558-1585 - 2019
- [c5]Jessica Finocchiaro, H. David Mathias:
Evolving cooperation for the iterated prisoner's dilemma. GECCO (Companion) 2019: 199-200 - [c4]Jessica Finocchiaro, Rafael M. Frongillo, Bo Waggoner:
An Embedding Framework for Consistent Polyhedral Surrogates. NeurIPS 2019: 10780-10790 - 2018
- [c3]Jessica Finocchiaro, Rafael M. Frongillo:
Convex Elicitation of Continuous Properties. NeurIPS 2018: 10425-10434 - 2017
- [c2]Jessica Finocchiaro, H. David Mathias:
Social trends in the iterated prisoner's dilemma. GECCO (Companion) 2017: 23-24 - [c1]Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji:
Egocentric Height Estimation. WACV 2017: 1142-1150
Informal and Other Publications
- 2025
- [i15]Sanket Shah, Milind Tambe, Jessie Finocchiaro:
Analyzing Cost-Sensitive Surrogate Losses via ℋ-calibration. CoRR abs/2502.19522 (2025) - [i14]Rabanus Derr, Jessie Finocchiaro, Robert C. Williamson:
Three Types of Calibration with Properties and their Semantic and Formal Relationships. CoRR abs/2504.18395 (2025) - [i13]Jessie Finocchiaro, Rafael M. Frongillo, Enrique B. Nueve:
Structured Prediction with Abstention via the Lovász Hinge. CoRR abs/2505.06446 (2025) - 2024
- [i12]Enrique B. Nueve, Bo Waggoner, Dhamma Kimpara, Jessie Finocchiaro:
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode. CoRR abs/2402.10818 (2024) - [i11]Yiling Chen, Jessie Finocchiaro:
Robustness of voting mechanisms to external information in expectation. CoRR abs/2404.07818 (2024) - [i10]Mayra Russo, Mackenzie Jorgensen, Kristen M. Scott, Wendy Xu, Di H. Nguyen, Jessie Finocchiaro, Matthew Olckers:
Bridging Research and Practice Through Conversation: Reflecting on Our Experience. CoRR abs/2409.05880 (2024) - 2023
- [i9]Jessie Finocchiaro:
Using Property Elicitation to Understand the Impacts of Fairness Constraints. CoRR abs/2309.11343 (2023) - 2022
- [i8]Jakob Schöffer, Alexander Ritchie, Keziah Naggita, Faidra Monachou, Jessie Finocchiaro, Marc Juarez:
Online Platforms and the Fair Exposure Problem Under Homophily. CoRR abs/2202.09727 (2022) - [i7]Jessie Finocchiaro, Rafael M. Frongillo, Enrique B. Nueve:
The Structured Abstain Problem and the Lovász Hinge. CoRR abs/2203.08645 (2022) - [i6]Jessie Finocchiaro, Rafael M. Frongillo, Bo Waggoner:
An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates. CoRR abs/2206.14707 (2022) - [i5]Jessie Finocchiaro, Rafael M. Frongillo, Emma Goodwill, Anish Thilagar:
Consistent Polyhedral Surrogates for Top-k Classification and Variants. CoRR abs/2207.08873 (2022) - 2021
- [i4]Jessie Finocchiaro, Rafael M. Frongillo, Bo Waggoner:
Unifying Lower Bounds on Prediction Dimension of Consistent Convex Surrogates. CoRR abs/2102.08218 (2021) - 2020
- [i3]Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K. Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis:
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness. CoRR abs/2010.05434 (2020) - 2019
- [i2]Jessie Finocchiaro, Rafael M. Frongillo, Bo Waggoner:
An Embedding Framework for Consistent Polyhedral Surrogates. CoRR abs/1907.07330 (2019) - 2016
- [i1]Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji:
Egocentric Height Estimation. CoRR abs/1610.02714 (2016)
Coauthor Index
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