ゲノム情報科学研究教育機構  アブストラクト
Date Apr 14, 2016
Speaker Prof. Colin de la Higuera, Department of Computer Science, University of Nantes
Title Machine learning is about intelligent forgetting
Abstract Machine Learning is becoming an important tool across all sciences. We are using it to classify, build clusters, make rules and decisions. But what is Machine Learning really about? What is the engine of machine learning?
We will argue that the key component is the capacity of forgetting. To defend this thesis we will consider the points of view of cognitive science, of arts, but also of Machine Learning itself and show how the forgetting component is essential in many famous algorithms.
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