Sotirios Sabanis
Scholar

Sotirios Sabanis

Google Scholar ID: z_nY3CkAAAAJ
Professor, University of Edinburgh & National Technical University of Athens
Stochastic AnalysisNumericsMathematical FinanceComputational StatisticsData Science
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Citations & Impact
All-time
Citations
2,169
 
H-index
22
 
i10-index
34
 
Publications
20
 
Co-authors
23
list available
Publications
7 items
Muon meets Tamed Langevin: Momentum Preconditioning beyond Convex and gradient-Lipschitz Potentials
2026
Cited
0
The Tamed Subgradient Unadjusted Langevin Algorithm beyond Convexity
2026
Cited
0
When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis
2026
Cited
0
Flatness-Aware Stochastic Gradient Langevin Dynamics
2025
Cited
0
One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning
2025
Cited
0
FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval
2025
Cited
0
kTULA: A Langevin sampling algorithm with improved KL bounds under super-linear log-gradients
2025
Cited
0
Co-authors
6 total
O. Deniz Akyildiz
O. Deniz Akyildiz
Imperial
Eric Moulines
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Iosif Lytras
Iosif Lytras
Postdoctoral Researcher Archimedes Research Centre for Data and Algorithms
Alain Durmus
Alain Durmus
Ecole polytechnique
Mark Girolami
Mark Girolami
University of Cambridge
Jacek Gondzio
Jacek Gondzio
Professor of Optimization, School of Mathematics, Edinburgh University