Sarit Khirirat

2 papers · 2018–2021 · 2 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 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Mikael Johansson (2) Dan Alistarh (1) Torsten Hoefler (1) Cedric Renggli (1) Sindri Magnússon (1) Arda Aytekin (1) Nikola Konstantinov (1)

Research topics

Deep Learning (2) Machine Learning (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Mathematics & Optimization (1) Application Areas (1) Optimization (1)

Keywords

distributed learning (2) non-convex optimization (1) machine learning (1) distributed training (1) communication efficiency (1) gradient compression (1) adaptive compression (1) gradient sparsification (1) automatic tuning (1) compression level (1) stochastic gradient descent (1) communication reduction (1)

Papers

A Flexible Framework for Communication-Efficient Machine Learning AAAI 2021 The Convergence of Sparsified Gradient Methods NeurIPS 2018