4 papers
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…
Preset-Voice Matching for Privacy Regulated Speech-to-Speech Translation Systems
Daniel Platnick, Bishoy Abdelnour, Eamon Earl +4
In recent years, there has been increased demand for speech-to-speech translation (S2ST) systems in industry settings. Although successfully commercialized, cloning-based S2ST syst…
Expected Runtime Comparisons Between Breadth-First Search and Constant-Depth Restarting Random Walks
Daniel Platnick, Richard Anthony Valenzano
When greedy search algorithms encounter a local minima or plateau, the search typically devolves into a breadth-first search (BrFS), or a local search technique is used in an attem…
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…