Scholar
Mher Safaryan
Google Scholar ID: dJNwgT8AAAAJ
Postdoctoral Researcher, IST Austria
Optimization
Machine Learning
Harmonic Analysis
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Citations & Impact
All-time
Citations
803
H-index
12
i10-index
15
Publications
20
Co-authors
39
list available
Publications
11 items
MatryoshkaLoRA: Learning Accurate Hierarchical Low-Rank Representations for LLM Fine-Tuning
2026
Cited
0
Towards Robust Scaling Laws for Optimizers
2026
Cited
0
LoRDO: Distributed Low-Rank Optimization with Infrequent Communication
2026
Cited
0
DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers
2026
Cited
0
CAGE: Curvature-Aware Gradient Estimation For Accurate Quantization-Aware Training
2025
Cited
0
MT-DAO: Multi-Timescale Distributed Adaptive Optimizers with Local Updates
2025
Cited
0
Unified Scaling Laws for Compressed Representations
2025
Cited
0
DES-LOC: Desynced Low Communication Adaptive Optimizers for Training Foundation Models
2025
Cited
0
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Co-authors
12 total
Peter Richtarik
Professor, KAUST
Rustem Islamov
PhD student, University of Basel
Dan Alistarh
Professor at IST Austria
Samuel Horvath
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Ionut-Vlad Modoranu
PhD student at Institute of Science and Technology Austria (ISTA)
Thomas ROBERT
Master student at École polytechnique - MVA
Laurent Condat
Senior Research Scientist, King Abdullah University of Science and Technology (KAUST), Saudi Arabia
Egor Shulgin
PhD candidate, KAUST
