Scholar
Martin Takáč
Google Scholar ID: qKQD-2cAAAAJ
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
optimization
machine learning
deep neural network
big data
computer science
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Citations & Impact
All-time
Citations
7,639
H-index
34
i10-index
77
Publications
20
Co-authors
170
list available
Publications
24 items
LionMuon: Alternating Spectral and Sign Descent for Efficient Training
2026
Cited
0
Optimizers for Diffusion Models: A Controlled Benchmark
2026
Cited
0
Branched Optimal Transport Amortization
2026
Cited
0
Neither Adversarial Training Nor Purification: Emergent Adversarial Robustness from Oscillatory Predictive Learning
2026
Cited
0
CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMs
2026
Cited
0
Score-Only Distillation for Compact Dense Retrieval
2026
Cited
0
WattCouncil: Context-Aware Household Energy Scenario Generation With Governed LLMs
2026
Cited
0
PETRA: Transforming Web Text for Petroleum-Engineering Domain Adaptation
2026
Cited
0
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Co-authors
12 total
Peter Richtarik
Professor, KAUST
Mohammadreza Nazari
SAS Institute
Alexander Gasnikov
Innopolis University
Samuel Horvath
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Martin Jaggi
EPFL
Katya Scheinberg
Georgia Tech
Eduard Gorbunov
Assistant Professor, Mohamed bin Zayed University of Artificial Intelligence
Lam M. Nguyen
Staff Research Scientist at IBM Research; IBM Master Inventor
