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math-ph2026
Differential Recursions, Projective Discriminants, and Algebraic Generating Functions
S. Voloshyn
We study two hierarchies of bivariate generating functions defined by differential recursions: a self-dual hierarchy and a reduced-symmetry hierarchy. Their rational coefficient fu…
cs.IR2026
L-RAG: Balancing Context and Retrieval with Entropy-Based Lazy Loading
Sergii Voloshyn
Retrieval-Augmented Generation (RAG) has emerged as the predominant paradigm for grounding Large Language Model outputs in factual knowledge, effectively mitigating hallucinations.…