← Authors

S. Jamaloddin Golestani

3 papers · 2019–2021 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12)

Conferences

ICLR (1) JMLR (1) NIPS (1)

Top co-authors

Saber Salehkaleybar (3) Arsalan Sharifnassab (3)

Keywords

multi-resolution estimator (2) one-shot learning (2) distributed optimization (2) communication efficiency (2) distributed learning (1) convex loss function (1) federated learning (1) statistical optimization (1) lower bound (1) error bound (1) convex optimization (1) parameter estimation (1)

Papers

One-Shot Federated Learning: Theoretical Limits and Algorithms to Achieve Them JMLR 2021
Bounds on Over-Parameterization for Guaranteed Existence of Descent Paths in Shallow ReLU Networks ICLR 2020
Order Optimal One-Shot Distributed Learning NIPS 2019