Muthian Sivathanu

4 papers · 2018–2023 · 3 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

Venues

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)

Research topics

Computer Science (2) Machine Learning (2) Systems (2) Deep Learning (1) Mathematics & Optimization (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Optimization (1)

Keywords

semi-supervised learning (1) ensemble learning (1) unsupervised clustering (1) 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) deep network (1) neural network generalization (1) similarity graph (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 Blockene: A High-throughput Blockchain Over Mobile Devices OSDI 2020 Unsupervised Clustering using Pseudo-semi-supervised Learning ICLR 2020 Gandiva: Introspective Cluster Scheduling for Deep Learning OSDI 2018