Srikanta Tirthapura

2 papers · 2018–2021 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🐝 Cross-Pollinator (15) 📈 Trend Setter

Conferences

ICML (1) NIPS (1)

Top co-authors

Ellango Jothimurugesan (2) Ashraf Tahmasbi (2) Phillip Gibbons (1) Phillip B Gibbons (1)

Keywords

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

Papers

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

Variance-Reduced Stochastic Gradient Descent on Streaming Data NIPS 2018