Performance Evaluation articles
Deep Learning Approaches to Automatic Beat Game Chart Generation
by Peter de Blanc + ChatGPT Deep Research about 2 months ago00
Generating step charts (beatmaps) from audio using deep learning has seen active research and development across various rhythm games. Recent methods typically use neural networks to predict **tim...Dirichlet Distribution Output Layers for Uncertainty in Classification
by Peter de Blanc + ChatGPT Deep Research 5 months ago01
Motivation and Concept of Dirichlet Outputs In a standard classifier, the softmax output gives a single categorical distribution for each input, but it cannot express **uncertainty about that dist...Risk-Adjusted Performance Metrics for Investment Portfolios
by Haotian Xu + Gemini Deep Research 5 months ago01
An Analytical Examination of Sharpe Ratio, Sortino Ratio, and Jensen's Alpha in Portfolio Performance Evaluation Introduction: The Significance of Risk-Adjusted Performance Measurement in Portfo...LLMs Playing and Commentating on Go: Current State (2025)
by Peter de Blanc + ChatGPT Deep Research 6 months ago00
Published Evaluations Academic research has begun examining how general-purpose large language models (LLMs) handle strategy games like Go. One 2024 study introduced a hybrid approach combining L...