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01:03:39 CAM Colloquium: Peter Frazier - Optimal Learning… CAM Colloquium: Peter Frazier - Optimal Learning for Molecular Discovery	CAM Colloquium: Peter Frazier - Optimal Learning for Molecular Discovery Scientists use laboratory experiments to search for molecules with desirable properties, e.g., that make efficient solar cells; or that cure cancer. The success of such a search hinges on making… number evaluation methods method artificial intelligence statistical data types chemistry probability theory distribution recommendation data algorithms thing music reaction engineering collaborators advertising mediasite eng molecular modelling software research molecular biology learning data analysis protein project proteins problem musical quintets error probability musical trios decision theory human communication nutrition auxiliary sciences of history function measurement systems theory performing arts statistical models quality position biological systems model packaging materials optics classification computer vision experiment caption complete elementary arithmetic management business question machine learning peptide research methods life prediction on premise fall 2014 scientific modeling optimization information systems cybernetics statistical theory japanese rock music groups statistics mathematical sciences applied mathematics larger protein b.z. scientific method approach formal sciences decision design of experiments peter frazier cornell orie cam colloquium From E. Cornelius 9 plays
01:03:39 CAM colloquium, 2014-10-31 - Peter Frazier:… CAM colloquium, 2014-10-31 - Peter Frazier: Optimal Learning for Molecular Discovery	CAM colloquium, 2014-10-31 - Peter Frazier: Optimal Learning for Molecular Discovery experiment probability approach error nutrition machine learning applied mathematics subjects taught in medical school data collaborators engineering optimization cam protein systems theory classification business method statistical theory reaction mathematical terminology cornell recommendation larger protein formal sciences peptide chemistry public relations cybernetics life research methods mathematical sciences organic chemistry data analysis performing arts design of experiments research prediction molecular modelling software caption complete scientific method learning position human communication amino acid model proteins artificial intelligence biotechnology management thing auxiliary sciences of history labour law statistical data types advertising algorithms elementary arithmetic decision function statistics molecular biology peter frazier project information systems problem scientific modeling question measurement evaluation methods quality knowledge representation probability theory biological systems packaging materials statistical models distribution decision theory fluorescent number optics From E. Cornelius 4 plays