2 papers
cs.AI2025
Breadth-First Search vs. Restarting Random Walks for Escaping Uninformed Heuristic Regions
Daniel Platnick, Dawson Tomasz, Eamon Earl +2
Greedy search methods like Greedy Best-First Search (GBFS) and Enforced Hill-Climbing (EHC) often struggle when faced with Uninformed Heuristic Regions (UHRs) like heuristic local…
cs.LG2024
GANsemble for Small and Imbalanced Data Sets: A Baseline for Synthetic Microplastics Data
Daniel Platnick, Sourena Khanzadeh, Alireza Sadeghian +1
Microplastic particle ingestion or inhalation by humans is a problem of growing concern. Unfortunately, current research methods that use machine learning to understand their poten…