2 papers
cs.LG2026
Autodiscover: A reinforcement learning recommendation system for the cold-start imbalance challenge in active learning, powered by graph-aware thompson sampling
Parsa Vares
Systematic literature reviews (SLRs) are fundamental to evidence-based research, but manual screening is an increasing bottleneck as scientific output grows. Screening features low…
cs.HC2025
TS-Insight: Visualizing Thompson Sampling for Verification and XAI
Parsa Vares, Ãloi Durant, Jun Pang +2
Thompson Sampling (TS) and its variants are powerful Multi-Armed Bandit algorithms used to balance exploration and exploitation strategies in active learning. Yet, their probabilis…