Anne-marie Kermarrec
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
data heterogeneity
(2)
one-shot learning
(1)
non-convex optimization
(1)
ensemble learning
(1)
distributed learning
(1)
model aggregation
(1)
communication efficiency
(1)
convergence rate
(1)
model convergence
(1)
one-shot federated learning
(1)
model ensembling
(1)
communication topology
(1)
decentralized stochastic gradient descent
(1)
neighborhood heterogeneity
(1)
label skew
(1)
decentralized learning
(1)
randomized communication
(1)
federated learning
(1)
epidemic learning
(1)
Papers
Robust ML Auditing using Prior Knowledge
ICML 2025
Revisiting Ensembling in One-Shot Federated Learning
NIPS 2024
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
NIPS 2023
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
AISTATS 2023