Othmane MARFOQ
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Learning Paradigms · Artificial Intelligence
(6)
Learning Paradigms · Machine Learning
(4)
Learning Types
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Core Methods
(2)
Optimization
(2)
Security & Privacy
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Differential Privacy
(1)
Optimization & Theory
(1)
Privacy
(1)
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 data
(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
NeurIPS 2022
Personalized Federated Learning through Local Memorization
ICML 2022
Federated Multi-Task Learning under a Mixture of Distributions
NeurIPS 2021
Throughput-Optimal Topology Design for Cross-Silo Federated Learning
NeurIPS 2020