2 papers
cs.CR2025
Generating Privacy-Preserving Personalized Advice with Zero-Knowledge Proofs and LLMs
Hiroki Watanabe, Motonobu Uchikoshi
Large language models (LLMs) are increasingly utilized in domains such as finance, healthcare, and interpersonal relationships to provide advice tailored to user traits and context…
cs.LG2025
Feature selection based on cluster assumption in PU learning
Motonobu Uchikoshi, Youhei Akimoto
Feature selection is essential for efficient data mining and sometimes encounters the positive-unlabeled (PU) learning scenario, where only a few positive labels are available, whi…