NU Sports ML Workshop 2025
July 24-25, 2025 @ Nagoya University
July 24-25, 2025 @ Nagoya University
Advancing Machine Learning in Sports Analytics
The NU Sports ML Workshop explores the intersection of machine learning and sports analytics, emphasizing open data, collaborative research, and practical applications in real-world scenarios. With the rise of learning-based methods, this workshop provides a platform for researchers, practitioners, and sports professionals to collaborate on cutting-edge topics such as player performance evaluation, game strategy, and fan engagement.
Speakers are requested to attend in person; however, online participation is considering for attendees.
Key Topics:
Predictive Analysis & Play Evaluation
Harnessing machine learning to predict game outcomes, assess tactical decisions, and evaluate player dynamics using data-driven models.
Computer Vision in Sports Analytics
Automating data collection through pose estimation, object tracking, and action recognition in sports video footage.
Agent-Based Modeling & Reinforcement Learning
Applying AI-driven simulations and reinforcement learning to analyze team interactions and optimize strategies in dynamic sports environments.
The workshop adopts an open and reproducible approach, encouraging the use of accessible datasets, transparent methodologies, and collaborative frameworks. Inspired by breakthroughs in computer vision, natural language processing, and reinforcement learning, participants will explore innovative ways to quantify expert insights, predict future plays, and redefine sports analytics at all levels. By fostering interdisciplinary collaboration, the workshop aims to bridge the gap between academic research and real-world deployment, equipping attendees with actionable insights and practical tools to drive innovation in this rapidly evolving field.
Abstract Submission Deadline: May 1st, 2025
Abstract Acceptance Notification: May 15th, 2025
Participation Registration Open: May 16th, 2025
Participation Registration Deadline: July 1st, 2025
Workshop Dates: July 24-25, 2025 @ Nagoya University