Francesca Dominici
5 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types
(1)
Mathematics
(1)
Methods
(1)
Techniques
(1)
Keywords
change point detection
(1)
causal inference
(1)
reinforcement learning
(1)
policy optimization
(1)
domain adaptation
(1)
bayesian inference
(1)
geometric deep learning
(1)
message passing
(1)
bayesian model selection
(1)
boundary detection
(1)
magnetic resonance imaging
(1)
bayesian optimization
(1)
variable importance
(1)
benchmark dataset
(1)
equivariant neural network
(1)
molecular property prediction
(1)
random forest
(1)
topological deep learning
(1)
permutation importance
(1)
prediction model
(1)
Papers
E(n) Equivariant Topological Neural Networks
ICLR 2025
Optimizing Heat Alert Issuance with Reinforcement Learning
AAAI 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
NeurIPS 2018