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
7 items
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
WaveSSM: Multiscale State-Space Models for Non-stationary Signal Attention
2026
Cited
0
Beyond SGD, Without SVD: Proximal Subspace Iteration LoRA with Diagonal Fractional K-FAC
2026
Cited
0
Exploring New Frontiers in Vertical Federated Learning: the Role of Saddle Point Reformulation
2026
Cited
0
Where Does Warm-Up Come From? Adaptive Scheduling for Norm-Constrained Optimizers
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)