Ellango Jothimurugesan

3 papers · 2018–2023 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🐝 Cross-Pollinator (15) 📈 Trend Setter

Conferences

AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Srikanta Tirthapura (2) Ashraf Tahmasbi (2) Kevin Hsieh (1) Gauri Joshi (1) Phillip B Gibbons (1) Phillip Gibbons (1) Phillip B. Gibbons (1) Jianyu Wang (1)

Keywords

streaming datum (2) online learning (2) drift detection (2) concept drift (2) hierarchical clustering (1) variance reduction (1) adaptive algorithm (1) competitive analysis (1) federated learning (1) stream learning (1) stochastic gradient descent (1) distributed learning (1) adaptive learning (1)

Papers

Federated Learning under Distributed Concept Drift AISTATS 2023

DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021

Variance-Reduced Stochastic Gradient Descent on Streaming Data NIPS 2018