A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
A method for non-projective dependency parsing without fixed edge order.
Paper estimates risks in MDPs using state lumping and SAT, showing its effectiveness.
CW-EDMD improves prediction accuracy by learning local Koopman models for different state-space regions.
Concept modulation models unify identifiability and extrapolation in conditional latent variable models.
CEA augments reinforcement learning by generating counterfactual experiences.
Learning with noisy labels, which aims to reduce expensive labors on accurate annotations, has become imperative in the Big Data era. Previous noise transition based method has achieved promising results and presented a theoretical guarantee on performance in the case of class-conditional noise. However, this type of a…