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01:01:40 ORIE Colloquium, 2014-02-04 - John Duchi (UC… ORIE Colloquium, 2014-02-04 - John Duchi (UC Berkeley): Machine Learning: a Discipline of Resource Tradeoffs	ORIE Colloquium, 2014-02-04 - John Duchi (UC Berkeley): Machine Learning: a Discipline of Resource Tradeoffs Tuesday, February 4, 2014 at 4:15pm Upson Hall, B17 ORIE Colloquium: John Duchi (UC Berkeley) - Machine Learning: a Discipline of Resource Tradeoffs Joint colloquium with Computer Science. How can… memory hierarchy formal sciences statistical charts and diagrams computer memory mathematical logic computer programming ontology computing terminology systems theory engineering functional analysis reasoning data management spring 2014 functions and mappings numerical analysis measurement linear algebra statistics exponentials evaluation methods percent improvement order theory elementary arithmetic worst case first order methods los data set eng quality caption complete auxiliary sciences of history hierarchy standard algorithms sparse data gradient methods research methods user interface techniques learning algorithm high dimensional probability distributions theoretical computer science law learning gradient scientific method estimation theory mathematical and quantitative methods (economics) communication cybernetics optimization environmental science question computer science algorithms matrices artificial intelligence group processes statistical terminology distribution statistical data types constraint human rights vector calculus logic lower bound theory of computation logical consequence great question method decision theory on premise gradient step elementary mathematics data thing differential calculus computability theory probability theory computation problem algorithm mathematical terminology billion dimensions basic concepts in set theory mediasite oral communication p.j. machine learning From E. Cornelius 78 plays

01:01:40

ORIE Colloquium, 2014-02-04 - John Duchi (UC…

ORIE Colloquium, 2014-02-04 - John Duchi (UC Berkeley): Machine Learning: a Discipline of Resource Tradeoffs

Tuesday, February 4, 2014 at 4:15pm Upson Hall, B17 ORIE Colloquium: John Duchi (UC Berkeley) - Machine Learning: a Discipline of Resource Tradeoffs Joint colloquium with Computer Science. How can…