Francesca Dominici
5 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (3)
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Conferences
ICLR (2)
AAAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
change point detection
(1)
reinforcement learning
(1)
policy optimization
(1)
bayesian inference
(1)
bayesian model selection
(1)
boundary detection
(1)
magnetic resonance imaging
(1)
bayesian optimization
(1)
variable importance
(1)
random forest
(1)
permutation importance
(1)
prediction model
(1)
recidivism prediction
(1)
fairness analysis
(1)
climate adaptation
(1)
heat alert
(1)
health risk
(1)
non-local prior
(1)
model class reliance
(1)
heat alert system
(1)
Papers
Optimizing Heat Alert Issuance with Reinforcement Learning
AAAI 2025
E(n) Equivariant Topological Neural Networks
ICLR 2025
SpaCE: The Spatial Confounding Environment
ICLR 2024
All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously
JMLR 2019
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors
NIPS 2018