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Francesca Dominici
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2020 – today
- 2024
- [j4]Ethan McFarlin, Falco J. Bargagli Stoffi
, Edgar Castro
Air quality disparities mapper: An open-source web application for environmental justice. Environ. Model. Softw. 172: 105881 (2024) - [c4]Mauricio Tec, Ana Trisovic, Michelle Audirac, Sophie Woodward, Jie Kate Hu, Naeem Khoshnevis, Francesca Dominici:
SpaCE: The Spatial Confounding Environment. ICLR 2024 - [c3]Mauricio Tec
Causal Estimation of Exposure Shifts with Neural Networks and an Application to Inform Air Quality Standards in the US. KDD 2024: 2876-2887 - [i6]Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec, George Dasoulas, Michelle Audirac, Francesca Dominici:
E(n) Equivariant Topological Neural Networks. CoRR abs/2405.15429 (2024) - [i5]Manuel Lecha, Andrea Cavallo, Francesca Dominici, Elvin Isufi, Claudio Battiloro:
Higher-Order Topological Directionality and Directed Simplicial Neural Networks. CoRR abs/2409.08389 (2024) - 2023
- [i4]Mauricio Tec, Oladimeji Mudele
Causal Shift-Response Functions with Neural Networks: The Health Benefits of Lowering Air Quality Standards in the US. CoRR abs/2302.02560 (2023) - [i3]Mauricio Tec, Ana Trisovic, Michelle Audirac, Sophie Woodward, Jie Kate Hu, Naeem Khoshnevis, Francesca Dominici:
SpaCE: The Spatial Confounding Environment. CoRR abs/2312.00710 (2023) - [i2]Ellen M. Considine, Rachel C. Nethery, Gregory A. Wellenius, Francesca Dominici, Mauricio Tec:
Optimizing Heat Alert Issuance for Public Health in the United States with Reinforcement Learning. CoRR abs/2312.14196 (2023) - 2021
- [j3]Tanujit Dey, Jaechoul Lee
Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States. Patterns 2(8): 100306 (2021)
2010 – 2019
- 2019
- [j2]Aaron Fisher, Cynthia Rudin, Francesca Dominici:
All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously. J. Mach. Learn. Res. 20: 177:1-177:81 (2019) - [j1]Fei Jiang, Guosheng Yin
Bayesian Model Selection Approach to Multiple Change-Points Detection with Non-Local Prior Distributions. ACM Trans. Knowl. Discov. Data 13(5): 48:1-48:17 (2019) - 2018
- [c2]M. Benjamin Sabath, Qian Di, Danielle Braun, Joel Schwartz, Francesca Dominici, Christine Choirat:
Airpred: A Flexible R Package Implementing Methods for Predicting Air Pollution. DSAA 2018: 577-583 - [c1]Fei Jiang, Guosheng Yin, Francesca Dominici:
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors. NeurIPS 2018: 1978-1987 - [i1]M. Benjamin Sabath, Qian Di, Danielle Braun, Francesca Dominici, Christine Choirat:
aipred: A Flexible R Package Implementing Methods for Predicting Air Pollution. CoRR abs/1805.11534 (2018)
Coauthor Index
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last updated on 2024-10-14 23:30 CEST by the dblp team
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