Sotabase

Career

· Assistant Professor, Boston College2024–
· National Science Foundation Mathematical Sciences Postdoctoral Research Fellow, Harvard University2022–
· PhD in Computer Science, University of Colorado Boulder2017–2022
· Intern, People, Technology & Processes, LLC2015–2016
· Bachelor of Science in Computer Science and Mathematics, Florida Southern College2013–2017

Publications (44)

Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness
Conference on Fairness, Accountability and Transparency · 2020
65
cited
An Embedding Framework for Consistent Polyhedral Surrogates
Neural Information Processing Systems · 2019
31
cited
Consistent Polyhedral Surrogates for Top-k Classification and Variants
International Conference on Machine Learning · 2022
15
cited
An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates
Journal of machine learning research · 2022
14
cited
Egocentric Height Estimation
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2016
8
cited
Convex Elicitation of Continuous Properties
Neural Information Processing Systems · 2018
5
cited
The Structured Abstain Problem and the Lovász Hinge
Annual Conference Computational Learning Theory · 2022
5
cited
Unifying lower bounds on prediction dimension of convex surrogates
Neural Information Processing Systems · 2021
5
cited
Online Platforms and the Fair Exposure Problem Under Homophily
AAAI Conference on Artificial Intelligence · 2022
4
cited
Unifying Lower Bounds on Prediction Dimension of Consistent Convex Surrogates
arXiv.org · 2021
4
cited
Modeling Robustness in Decision-Focused Learning as a Stackelberg Game
Adaptive Agents and Multi-Agent Systems · 2023
2
cited
WS10-5 First report of cystic fibrosis patientś survival from a region of Argentina: data collected by its own Registry
Journal of Cystic Fibrosis · 2019
2
cited
Participatory Objective Design via Preference Elicitation
Conference on Fairness, Accountability and Transparency · 2024
1
cited
Stress and coping: The role of mindfulness
2013
1
cited
19 Analysis of survival in cystic fibrosis for a state of Argentina: 2016–2020
Journal of Cystic Fibrosis · 2022
303 Retrospective and prospective clinical impact of impaired glucose tolerance in children and adolescents with cystic fibrosis
2017
A Decomposition of a Complete Graph with a Hole
2021
Convex Elicitation of Continuous Real Properties
2018
ePS4.05 Resting energy expenditure in patients with cystic fibrosis during a pulmonary exacerbation
2020
Evolving cooperation for the iterated prisoner's dilemma
Annual Conference on Genetic and Evolutionary Computation · 2019
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Jessie Finocchiaro | Researcher Profile | Sotabase | Sotabase