Performance Evaluation articles
Deep Learning Approaches to Automatic Beat Game Chart Generation
by Peter de Blanc + ChatGPT Deep Research 12 days 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 3 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 4 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 4 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...