Martin Takáč
Scholar

Martin Takáč

Google Scholar ID: qKQD-2cAAAAJ
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
optimizationmachine learningdeep neural networkbig datacomputer 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
Contact
No contact links provided.
Publications
12 items
Convex Compositional Reasoning Models
2026
Cited
0
LionMuon: Alternating Spectral and Sign Descent for Efficient Training
2026
Cited
0
Gradient Clipping Beyond Vector Norms: A Spectral Approach for Matrix-Valued Parameters
2026
Cited
0
Muon with Nesterov Momentum: Heavy-Tailed Noise and (Randomized) Inexact Polar Decomposition
2026
Cited
0
Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Models
2026
Cited
0
Byzantine-Robust Optimization under $(L_0, L_1)$-Smoothness
2026
Cited
0
Guess&Guide: Gradient-Free Zero-Shot Diffusion Guidance
2026
Cited
0
Breaking the Martingale Curse: Multi-Agent Debate via Asymmetric Cognitive Potential Energy
2026
Cited
0
Resume (English only)
Co-authors
170 total
Peter Richtarik
Peter Richtarik
Professor, KAUST
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Mohammadreza Nazari
Mohammadreza Nazari
SAS Institute
Co-author 6
Co-author 6
Alexander Gasnikov
Alexander Gasnikov
Innopolis University
Samuel Horvath
Samuel Horvath
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)