The 3rd International Conference on Machine Learning and Pattern Recognition (MLPR 2025) will be held in Kyoto, Japan during July 25-27, 2025. MLPR 2025 is organized by Ritsumeikan University, Japan. The conference includes keynote talks, invited talks, forums and oral and poster presentations of author papers. We invite submissions of papers on all topics related to machine learning and pattern recognition for the main conference proceedings. All papers will be reviewed in a double-blind process and accepted papers will be presented at the conference.