Francesca Dominici

According to our database, Francesca Dominici authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Air quality disparities mapper: An open-source web application for environmental justice.

Ethan McFarlin, Falco J. Bargagli Stoffi, Edgar Castro, Joel Schwartz, Francesca Dominici, Heresh Amini

Environ. Model. Softw., 2024

Environmental Burden of United States Data Centers in the Artificial Intelligence Era.

Gianluca Guidi, Francesca Dominici, Jonathan Gilmour, Kevin Butler, Eric Bell, Scott Delaney, Falco J. Bargagli Stoffi

CoRR, 2024

Towards a Health-Based Power Grid Optimization in the Artificial Intelligence Era.

Claudio Battiloro, Gianluca Guidi, Falco J. Bargagli Stoffi, Francesca Dominici

CoRR, 2024

Higher-Order Topological Directionality and Directed Simplicial Neural Networks.

Manuel Lecha, Andrea Cavallo, Francesca Dominici, Elvin Isufi, Claudio Battiloro

CoRR, 2024

E(n) Equivariant Topological Neural Networks.

Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec, George Dasoulas, Michelle Audirac, Francesca Dominici

CoRR, 2024

Causal Estimation of Exposure Shifts with Neural Networks and an Application to Inform Air Quality Standards in the US.

Mauricio Tec, Kevin Josey, Oladimeji Mudele, Francesca Dominici

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

SpaCE: The Spatial Confounding Environment.

Mauricio Tec, Ana Trisovic, Michelle Audirac, Sophie Woodward, Jie Kate Hu, Naeem Khoshnevis, Francesca Dominici

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Optimizing Heat Alert Issuance for Public Health in the United States with Reinforcement Learning.

Ellen M. Considine, Rachel C. Nethery, Gregory A. Wellenius, Francesca Dominici, Mauricio Tec

CoRR, 2023

Causal Shift-Response Functions with Neural Networks: The Health Benefits of Lowering Air Quality Standards in the US.

Mauricio Tec, Oladimeji Mudele, Kevin Josey, Francesca Dominici

CoRR, 2023

2021

Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States.

Tanujit Dey, Jaechoul Lee, Sounak Chakraborty, Jay Chandra, Anushka Bhaskar, Kenneth Zhang, Anchal Bhaskar, Francesca Dominici

Patterns, 2021

2019

Bayesian Model Selection Approach to Multiple Change-Points Detection with Non-Local Prior Distributions.

Fei Jiang, Guosheng Yin, Francesca Dominici

ACM Trans. Knowl. Discov. Data, 2019

All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously.

Aaron Fisher, Cynthia Rudin, Francesca Dominici

J. Mach. Learn. Res., 2019

2018

aipred: A Flexible R Package Implementing Methods for Predicting Air Pollution.

M. Benjamin Sabath, Qian Di, Danielle Braun, Francesca Dominici, Christine Choirat

CoRR, 2018

Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors.

Fei Jiang, Guosheng Yin, Francesca Dominici

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

Airpred: A Flexible R Package Implementing Methods for Predicting Air Pollution.

M. Benjamin Sabath, Qian Di, Danielle Braun, Joel Schwartz, Francesca Dominici, Christine Choirat

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018