Adrien PavaoA brief history of competitions in machine learningChallenges have played a crucial role in the evolution of AI and predictive modeling, involving a stated problem, competitors, public…13 min read·May 2, 2024----
Adrien PavaoHow to Create your First Benchmark on CodabenchIt’s free and easy5 min read·May 3, 2023----
Adrien PavaoinTowards Data ScienceBeyond Accuracy: Exploring Exotic Metrics for Holistic Evaluation of Machine Learning ModelsMachine learning has undoubtedly become a powerful tool in today’s data-driven world, but are we truly tapping into its full potential…12 min read·Apr 27, 2023----
Adrien PavaoChess-Based Roguelike: the Joy of Game DesignRecently, I have developed a rogue-like game with chess mechanics. In this game, you explore randomly generated dungeons, fight enemies…7 min read·Mar 28, 2023----
Adrien PavaoLearning to Run a Power Network with Renewable Energies: a Challenge Design and AnalysisAs the climate is rapidly changing, it is crucial that we change the way we produce and consume energy to reduce the amount of carbon and…9 min read·Mar 28, 2023----
Adrien PavaoML Challenges : result submission VS code submissionMany competitions are organized each year on platforms such as Kaggle, CodaLab Competitions or EvalAI. Some allow you to upload your…3 min read·Nov 22, 2022----
Adrien PavaoinTowards Data ScienceHow to create a competition on Codalab?It’s free and easy!5 min read·Nov 12, 2020----
Adrien PavaoinTowards Data ScienceDesigning a data science competition is an excellent way to learnOver the past few years, we have explored the benefits of involving students both in organizing and in participating in challenges as a…6 min read·Nov 10, 2020----