Geneviève Robin
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
statistical learning
(1)
federated learning
(1)
expectation maximization
(1)
distributed learning
(1)
variance reduction
(1)
survival analysis
(1)
concordance index
(1)
matrix completion
(1)
excess risk bound
(1)
coordinate gradient descent
(1)
latent variable model
(1)
sparse additive model
(1)
low-rank model
(1)
risk prediction
(1)
fisher consistency
(1)
survival model
(1)
interaction modeling
(1)
matrix regression
(1)
Papers
Distilling foundation models for robust and efficient models in digital pathology
MICCAI 2025
Robust sensitivity control in digital pathology via tile score distribution matching
MICCAI 2025
A Statistical Learning Take on the Concordance Index for Survival Analysis
AISTATS 2023
Federated-EM with heterogeneity mitigation and variance reduction
NeurIPS 2021
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames
NeurIPS 2018