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Anthony Sicilia
Anthony Sicilia
Northeastern University
Verified email at pitt.edu - Homepage
Title
Cited by
Cited by
Year
Domain adversarial neural networks for domain generalization: When it works and how to improve
A Sicilia, X Zhao, SJ Hwang
Machine Learning 112 (7), 2685-2721, 2023
522023
Deephoops: Evaluating micro-actions in basketball using deep feature representations of spatio-temporal data
A Sicilia, K Pelechrinis, K Goldsberry
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
432019
Test-time fourier style calibration for domain generalization
X Zhao, C Liu, A Sicilia, SJ Hwang, Y Fu
arXiv preprint arXiv:2205.06427, 2022
212022
The change that matters in discourse parsing: Estimating the impact of domain shift on parser error
K Atwell, A Sicilia, SJ Hwang, M Alikhani
arXiv preprint arXiv:2203.11317, 2022
132022
Robust white matter hyperintensity segmentation on unseen domain
X Zhao, A Sicilia, DS Minhas, EE O’Connor, HJ Aizenstein, WE Klunk, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1047-1051, 2021
132021
Learning to generate equitable text in dialogue from biased training data
A Sicilia, M Alikhani
arXiv preprint arXiv:2307.04303, 2023
102023
Pac-bayesian domain adaptation bounds for multiclass learners
A Sicilia, K Atwell, M Alikhani, SJ Hwang
Uncertainty in Artificial Intelligence, 1824-1834, 2022
82022
Multi-domain learning by meta-learning: Taking optimal steps in multi-domain loss landscapes by inner-loop learning
A Sicilia, X Zhao, DS Minhas, EE O’Connor, HJ Aizenstein, WE Klunk, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 650-654, 2021
72021
PittGrub: a frustration-free system to reduce food waste by notifying hungry college students
M Silvis, A Sicilia, A Labrinidis
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
62018
Modeling non-cooperative dialogue: Theoretical and empirical insights
A Sicilia, T Maidment, P Healy, M Alikhani
Transactions of the Association for Computational Linguistics 10, 1084-1102, 2022
52022
LEATHER: A framework for learning to generate human-like text in dialogue
A Sicilia, M Alikhani
arXiv preprint arXiv:2210.07777, 2022
42022
PAC bayesian performance guarantees for deep (stochastic) networks in medical imaging
A Sicilia, X Zhao, A Sosnovskikh, SJ Hwang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
42021
ISABEL: An Inclusive and Collaborative Task-Oriented Dialogue System
A Sicilia, Y Asano, K Atwell, Q Cheng, D Gupta, S Hassan, M Inan, ...
Alexa Prize TaskBot Challenge 2 Proceedings, 2023
12023
How Old is GPT?: The HumBEL Framework for Evaluating Language Models using Human Demographic Data. In
A Sicilia, JC Gates, M Alikhani
arXiv 2305, 1-17, 2023
12023
Generating Signed Language Instructions in Large-Scale Dialogue Systems
M Inan, K Atwell, A Sicilia, L Quandt, M Alikhani
Proceedings of the 2024 Conference of the North American Chapter of the …, 2024
2024
Combining Discourse Coherence with Large Language Models for More Inclusive, Equitable, and Robust Task-Oriented Dialogue
K Atwell, M Inan, AB Sicilia, M Alikhani
Proceedings of the 2024 Joint International Conference on Computational …, 2024
2024
Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models
A Sicilia, H Kim, KR Chandu, M Alikhani, J Hessel
arXiv preprint arXiv:2402.03284, 2024
2024
Practical Tools from Domain Adaptation for Designing Inclusive, Equitable, and Robust Generative AI
A Sicilia, M Alikhani
Proceedings of the 13th International Joint Conference on Natural Language …, 2023
2023
DeepHoops
A Sicilia, K Pelechrinis, K Goldsberry
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
2019
A Holistic Evaluation of Transit Supply and Demand using Network Analysis: The TDI Framework
A Sicilia, A Labrinidis, K Pelechrinis
Proceedings of the Third Mining Urban Data Workshop (MUD 2018), 2018
2018
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Articles 1–20