Anne-marie Kermarrec
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
data heterogeneity
(2)
one-shot learning
(1)
non-convex optimization
(1)
ensemble learning
(1)
distributed learning
(1)
model aggregation
(1)
prior knowledge
(1)
communication efficiency
(1)
convergence rate
(1)
model convergence
(1)
one-shot federated learning
(1)
model ensembling
(1)
ground truth
(1)
communication topology
(1)
decentralized stochastic gradient descent
(1)
neighborhood heterogeneity
(1)
label skew
(1)
decentralized learning
(1)
randomized communication
(1)
epidemic learning
(1)
Papers
Robust ML Auditing using Prior Knowledge
ICML 2025
Revisiting Ensembling in One-Shot Federated Learning
NeurIPS 2024
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
NeurIPS 2023
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
AISTATS 2023