Sotirios Sabanis
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
π
Conference Polyglot
(2)
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Cross-Pollinator
(15)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
Conferences
EMNLP (2)
JMLR (2)
Top co-authors
Keywords
question answering
(2)
retrieval augmented generation
(1)
nonconvex optimization
(1)
bayesian inference
(1)
question decomposition
(1)
information retrieval
(1)
convergence analysis
(1)
document retrieval
(1)
financial analysis
(1)
domain knowledge
(1)
deep learning model
(1)
stochastic differential equation
(1)
sampling method
(1)
quantitative reasoning
(1)
langevin algorithm
(1)
stochastic gradient hamiltonian monte carlo
(1)
nonasymptotic analysis
(1)
adaptive optimizer
(1)
large language model
(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
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks
JMLR 2024
Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization
JMLR 2024