Jessica Finocchiaro

J. Mach. Learn. Res., 2024

Robustness of voting mechanisms to external information in expectation.

[BibT_eX]

[DOI]

Yiling Chen

CoRR, 2024

Trading off Consistency and Dimensionality of Convex Surrogates for the Mode.

[BibT_eX]

[DOI]

CoRR, 2024

Participatory Objective Design via Preference Elicitation.

[BibT_eX]

[DOI]

Ali Shirali

Rediet Abebe

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Using Property Elicitation to Understand the Impacts of Fairness Regularizers.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Bridging Research and Practice Through Conversation: Reflecting on Our Experience.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM Conference on Equity and Access in Algorithms, 2024

2023

Using Property Elicitation to Understand the Impacts of Fairness Constraints.

[BibT_eX]

[DOI]

CoRR, 2023

Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

Modeling Robustness in Decision-Focused Learning as a Stackelberg Game.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Online Platforms and the Fair Exposure Problem under Homophily.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Consistent Polyhedral Surrogates for Top-k Classification and Variants.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

The Structured Abstain Problem and the Lovász Hinge.

[BibT_eX]

[DOI]

Enrique B. Nueve

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Evolutionary Optimization of Cooperative Strategies for the Iterated Prisoner's Dilemma.

[BibT_eX]

[DOI]

H. David Mathias

IEEE Trans. Games, 2021

Unifying Lower Bounds on Prediction Dimension of Consistent Convex Surrogates.

[BibT_eX]

[DOI]

CoRR, 2021

Unifying lower bounds on prediction dimension of convex surrogates.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness.

[BibT_eX]

[DOI]

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Embedding Dimension of Polyhedral Losses.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2020

2019

An Embedding Framework for Consistent Polyhedral Surrogates.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Evolving cooperation for the iterated prisoner's dilemma.

[BibT_eX]

[DOI]

H. David Mathias

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Convex Elicitation of Continuous Properties.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Egocentric Height Estimation.

[BibT_eX]

[DOI]

Aisha Urooj Khan

Ali Borji

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Social trends in the iterated prisoner's dilemma.

[BibT_eX]

[DOI]