conftrace_

Maryam Mehri Dehnavi

4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Mohammad Mozaffari (3) Amir Yazdanbakhsh (2) Zhao Zhang (2) Konstantin Mishchenko (1) Sikan Li (1) Mert Gurbuzbalaban (1) Saeed Soori (1) Aryan Mokhtari (1)

Keywords

distributed learning (1) distributed optimization (1) neural network optimization (1) communication efficiency (1) quasi-newton method (1) second-order method (1) superlinear convergence (1) asynchronous algorithm (1) kronecker factorization (1) rank-1 update (1)

Papers

SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs ICLR 2025 SLiM: One-shot Quantization and Sparsity with Low-rank Approximation for LLM Weight Compression ICML 2025 MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates NIPS 2023 DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate AISTATS 2020