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Majid Jahani

3 papers · 2020–2022 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AISTATS (2) ICLR (1)

Top co-authors

Martin Takac (3) MohammadReza Nazari (1) Aryan Mokhtari (1) Peter Richtarik (1) Rachael Tappenden (1) Sergey Rusakov (1) Dheevatsa Mudigere (1) Albert Berahas (1) Zheng Shi (1) Chenxin Ma (1)

Keywords

empirical risk minimization (2) stochastic optimization (2) continuous optimization (1) communication efficiency (1) conjugate gradient (1) second-order optimization (1) newton conjugate gradient (1) distributed learning (1)

Papers

Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information ICLR 2022 SONIA: A Symmetric Blockwise Truncated Optimization Algorithm AISTATS 2021 Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy AISTATS 2020