Sotirios Sabanis
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
question answering
(2)
non-convex optimization
(1)
bayesian inference
(1)
question decomposition
(1)
information retrieval
(1)
convergence analysis
(1)
document retrieval
(1)
financial analysis
(1)
non-asymptotic analysis
(1)
domain knowledge
(1)
deep learning model
(1)
stochastic differential equation
(1)
sampling method
(1)
retrieval-augmented generation
(1)
quantitative reasoning
(1)
langevin algorithm
(1)
non-asymptotic bound
(1)
stochastic gradient hamiltonian monte carlo
(1)
adaptive optimizer
(1)
wasserstein distance
(1)
Papers
FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval
EMNLP 2025
One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning
EMNLP 2025
Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization
JMLR 2024
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks
JMLR 2024