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…May 2May 2
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…Apr 27, 2023Apr 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…Mar 28, 2023Mar 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…Mar 28, 2023Mar 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…Nov 22, 2022Nov 22, 2022
Adrien PavaoinTowards Data ScienceHow to create a competition on Codalab?It’s free and easy!Nov 12, 2020Nov 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…Nov 10, 2020Nov 10, 2020
