Othmane MARFOQ
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (19)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(12)
π₯
Mega-Team
(24)
Conferences
NIPS (3)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Research topics
Keywords
federated learning
(5)
representation learning
(1)
multi-task learning
(1)
binary classification
(1)
expectation maximization
(1)
distributed learning
(1)
empirical risk minimization
(1)
k-nearest neighbor
(1)
data stream
(1)
benchmark dataset
(1)
personalized model
(1)
regression task
(1)
privacy leakage
(1)
communication optimization
(1)
network throughput
(1)
cross-silo federated learning
(1)
weighted empirical risk
(1)
internet of thing
(1)
healthcare datum
(1)
model personalization
(1)
Papers
Attribute Inference Attacks for Federated Regression Tasks
AAAI 2025
Federated Learning for Data Streams
AISTATS 2023
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
NIPS 2022
Personalized Federated Learning through Local Memorization
ICML 2022
Federated Multi-Task Learning under a Mixture of Distributions
NIPS 2021
Throughput-Optimal Topology Design for Cross-Silo Federated Learning
NIPS 2020