3 papers
math.OC2025
Some Remarks on the -Robust Solution of LexRank Problem
Anna Timonina-Farkas
Graph-based ranking methods, such as LexRank, are fundamental in Natural Language Processing (NLP) applications like text summarization, as they measure the relative importance of…
math.OC2025
A Quick Estimation of Fréchet Quantizers for a Dynamic Solution to Flood Risk Management Problems
Anna Timonina-Farkas
Multi-stage stochastic optimization is a well-known quantitative tool for decision-making under uncertainty. It is broadly used in financial and investment planning, inventory cont…
math.OC2025
Forward-Backward Quantization of Scenario Processes in Multi-Stage Stochastic Optimization
Anna Timonina-Farkas
Multi-stage stochastic optimization lies at the core of decision-making under uncertainty. As the analytical solution is available only in exceptional cases, dynamic optimization a…