Francesca Dominici

25 papers A* 5B 1Misc 1Journal 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
Algorithmic Collective Action with Multiple Collectives.
CoRR
Claudio Battiloro, Pietro Greiner, Bret Nestor, Oumaima Amezgar, Francesca Dominici
2025 J jnl
Artificial intelligence for modelling infectious disease epidemics.
Nat.
Moritz U. G. Kraemer, Joseph L.-H. Tsui, Serina Chang, Spyros Lytras, Mark P. Khurana, Samantha Vanderslott, Sumali Bajaj, Neil Scheidwasser, Jacob Liam Curran-Sebastian, Elizaveta Semenova, Mengyan Zhang, H. Juliette T. Unwin, Oliver J. Watson, Cathal Mills, Abhishek Dasgupta, Luca Ferretti, Samuel V. Scarpino, Etien Koua, Oliver Morgan, Houriiyah Tegally, Ulrich Paquet, Loukas Moutsianas, Christophe Fraser, Neil M. Ferguson, Eric J. Topol, David A. Duchêne, Tanja Stadler, Patricia Kingori, Michael J. Parker, Francesca Dominici, Nigel Shadbolt, Marc A. Suchard, Oliver Ratmann, Seth R. Flaxman, Edward C. Holmes, Manuel Gomez-Rodriguez, Bernhard Schölkopf, Christl A. Donnelly, Oliver G. Pybus, Simon Cauchemez, Samir Bhatt
2025 J jnl
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding.
CoRR
Manuel Lecha, Andrea Cavallo, Francesca Dominici, Ran Levi, Alessio Del Bue, Elvin Isufi, Pietro Morerio, Claudio Battiloro
2025 A* conf
E(n) Equivariant Topological Neural Networks.
ICLR
Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec, George Dasoulas, Michelle Audirac, Francesca Dominici
2025 J jnl
Guided Transfer Learning for Discrete Diffusion Models.
CoRR
Julian Kleutgens, Claudio Battiloro, Lingkai Kong, Benjamin Grewe, Francesca Dominici, Mauricio Tec
2025 Misc conf
Higher-Order Topological Directionality and Directed Simplicial Neural Networks.
ICASSP
Manuel Lecha, Andrea Cavallo, Francesca Dominici, Elvin Isufi, Claudio Battiloro
2025 A* conf
Optimizing Heat Alert Issuance with Reinforcement Learning.
AAAI
Ellen M. Considine, Rachel C. Nethery, Gregory A. Wellenius, Francesca Dominici, Mauricio Tec
2025 J jnl
Quantum Simplicial Neural Networks.
CoRR
Simone Piperno, Claudio Battiloro, Andrea Ceschini, Francesca Dominici, Paolo Di Lorenzo, Massimo Panella
2025 J jnl
Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language Agents.
CoRR
Mauricio Tec, Guojun Xiong, Haichuan Wang, Francesca Dominici, Milind Tambe
2024 J jnl
Air quality disparities mapper: An open-source web application for environmental justice.
Environ. Model. Softw.
Ethan McFarlin, Falco J. Bargagli Stoffi, Edgar Castro, Joel Schwartz, Francesca Dominici, Heresh Amini
2024 A* conf
Causal Estimation of Exposure Shifts with Neural Networks and an Application to Inform Air Quality Standards in the US.
KDD
Mauricio Tec, Kevin Josey, Oladimeji Mudele, Francesca Dominici
2024 J jnl
E(n) Equivariant Topological Neural Networks.
CoRR
Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec, George Dasoulas, Michelle Audirac, Francesca Dominici
2024 J jnl
Environmental Burden of United States Data Centers in the Artificial Intelligence Era.
CoRR
Gianluca Guidi, Francesca Dominici, Jonathan Gilmour, Kevin Butler, Eric Bell, Scott Delaney, Falco J. Bargagli Stoffi
2024 J jnl
Higher-Order Topological Directionality and Directed Simplicial Neural Networks.
CoRR
Manuel Lecha, Andrea Cavallo, Francesca Dominici, Elvin Isufi, Claudio Battiloro
2024 A* conf
SpaCE: The Spatial Confounding Environment.
ICLR
Mauricio Tec, Ana Trisovic, Michelle Audirac, Sophie Woodward, Jie Kate Hu, Naeem Khoshnevis, Francesca Dominici
2024 J jnl
Towards a Health-Based Power Grid Optimization in the Artificial Intelligence Era.
CoRR
Claudio Battiloro, Gianluca Guidi, Falco J. Bargagli Stoffi, Francesca Dominici
2023 J jnl
Causal Shift-Response Functions with Neural Networks: The Health Benefits of Lowering Air Quality Standards in the US.
CoRR
Mauricio Tec, Oladimeji Mudele, Kevin Josey, Francesca Dominici
2023 J jnl
Optimizing Heat Alert Issuance for Public Health in the United States with Reinforcement Learning.
CoRR
Ellen M. Considine, Rachel C. Nethery, Gregory A. Wellenius, Francesca Dominici, Mauricio Tec
2023 J jnl
SpaCE: The Spatial Confounding Environment.
CoRR
Mauricio Tec, Ana Trisovic, Michelle Audirac, Sophie Woodward, Jie Kate Hu, Naeem Khoshnevis, Francesca Dominici
2021 J jnl
Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States.
Patterns
Tanujit Dey, Jaechoul Lee, Sounak Chakraborty, Jay Chandra, Anushka Bhaskar, Kenneth Zhang, Anchal Bhaskar, Francesca Dominici
2019 J jnl
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.
Aaron Fisher, Cynthia Rudin, Francesca Dominici
2019 J jnl
Bayesian Model Selection Approach to Multiple Change-Points Detection with Non-Local Prior Distributions.
ACM Trans. Knowl. Discov. Data
Fei Jiang, Guosheng Yin, Francesca Dominici
2018 B conf
Airpred: A Flexible R Package Implementing Methods for Predicting Air Pollution.
DSAA
M. Benjamin Sabath, Qian Di, Danielle Braun, Joel Schwartz, Francesca Dominici, Christine Choirat
2018 A* conf
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors.
NeurIPS
Fei Jiang, Guosheng Yin, Francesca Dominici
2018 J jnl
aipred: A Flexible R Package Implementing Methods for Predicting Air Pollution.
CoRR
M. Benjamin Sabath, Qian Di, Danielle Braun, Francesca Dominici, Christine Choirat