Muthian Sivathanu

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

Achievements

🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

OSDI (2) ICLR (1) JMLR (1)

Top co-authors

Nipun Kwatra (3) Ramachandran Ramjee (3) Divam Gupta (1) Apurv Mehra (1) Hanyu Zhao (1) Sudheesh Singanamalla (1) Romil Bhardwaj (1) Quanlu Zhang (1) Sambhav Satija (1) Fan Yang (1)

Keywords

deep learning (1) mobile device (1) learning rate schedule (1) cluster scheduling (1) consensus protocol (1) gpu scheduling (1) job migration (1) hyperparameter search (1) neural network generalization (1) gossip protocol (1) wide minima (1) delegated storage (1) lightweight blockchain (1)

Papers

Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule JMLR 2023

Unsupervised Clustering using Pseudo-semi-supervised Learning ICLR 2020

Blockene: A High-throughput Blockchain Over Mobile Devices OSDI 2020

Gandiva: Introspective Cluster Scheduling for Deep Learning OSDI 2018