Laetitia Kameni
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4)
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Cross-Pollinator
(12)
Conferences
AISTATS (2)
ICML (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(5)
distributed learning
(2)
stochastic gradient descent
(1)
multi-task learning
(1)
non-convex optimization
(1)
binary classification
(1)
convergence analysis
(1)
gradient aggregation
(1)
expectation maximization
(1)
privacy preservation
(1)
machine unlearning
(1)
model aggregation
(1)
empirical risk minimization
(1)
variance reduction
(1)
asynchronous optimization
(1)
k-nearest neighbor
(1)
data stream
(1)
personalized model
(1)
heterogeneous datum
(1)
client selection
(1)
Papers
SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization
AISTATS 2024
Federated Learning for Data Streams
AISTATS 2023
A General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates
JMLR 2023
Personalized Federated Learning through Local Memorization
ICML 2022
Federated Multi-Task Learning under a Mixture of Distributions
NIPS 2021
Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning
ICML 2021