Philosophy of machine learning: knowledge and causality
Donald Bren Hall Conference Center, UC-Irvine
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The recent rapid development in machine learning has opened up unprecedented possibilities in analyzing and predicting diverse phenomena. However, there has been a shortage of philosophical reflections on the nature of this practice from both philosophical and machine learning communities. This workshop aims to bring together philosophers of science, statisticians, and machine learning practitioners to share insights from different communities. The purpose is to introduce workshop participants to a diverse collection of perspectives and methodologies in the hope of engendering further interdisciplinary thinking.
No registration fee is required. Registration is highly recommended for the purpose of catering count.
February 1, 2018, 11:00pm PST
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