conftrace_

Hossein Zakerinia

4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (10)

Conferences

AISTATS (1) ICLR (1) ICML (1) NAACL (1)

Top co-authors

Amin Behjati (1) Shayan Talaei (1) Parishad BehnamGhader (1) Christoph H. Lampert (1) Christoph H Lampert (1) Dan Alistarh (1) Jonathan Scott (1) Mahdieh Soleymani Baghshah (1) Giorgi Nadiradze (1)

Keywords

federated learning (1) distributed training (1) asynchronous optimization (1) knowledge graph (1) convergence guarantee (1) communication compression (1) client heterogeneity (1) masked language modeling (1) federated averaging (1) text corpus (1) token embedding (1)

Papers

Communication-Efficient Federated Learning With Data and Client Heterogeneity AISTATS 2024 PeFLL: Personalized Federated Learning by Learning to Learn ICLR 2024 More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms ICML 2024 MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling NAACL 2021