PPT-Maria- Florina Balcan 10/12/2016

Clustering Unsupervised Learning Clustering Informal Goals Goal Automatically partition unlabeled data into groups of similar datapoints Question When and why would we want to do this. gatechedu Department of Quantitative Economics Maastricht University heikoroeglinorg Computer Science Department University of Southern California shanghuatenggmailcom Abstract Motivated by the principle of agnostic learning we present an extension o She was born in . Chiaravalle. , . Ancona. , Italy on August 31, 1870. . In 1875 Maria . moves with her family to . Rome.. In 1882 Maria . goes to a boys’ secondary school in order to study mathematics. Plot. A modern take on Romeo and Juliet against the backdrop of New York's Upper West Side. Instead of two families there are two rival gangs: the Puerto Rican Sharks led by Bernardo and American Jets led by Riff. Despite belonging to rival gangs, when Tony and Maria meet . 2. C. onnective . tissue. Dr. Maria . Zahiri. 3. Dr. Maria Zahiri. . Four . basic tissue types. :. E. pithelial . tissue (surfaces and glands). Connective tissue. . Muscle . tissue (contractile cells). 1 MARIA - Carnegie Mellon University Pittsburgh, PA 15213 - 3891 ninamf@cs.cmu.edu www.cs.cmu.edu/~ninamf RESEARCH INTERESTS Learning Theory, Machine Learning , Theory of Computing, Artificial Intel Directorate for Geosciences. National Science Foundation. Arlington, VA USA. 30 Aug 2016. Inauguration ICSU ROLAC San Salvador. 1. Belmont Forum. e-Infrastructure and Data . Management. Collaborative . ., Universitetsadjunkt. Inst. för Farmaceutisk Biovetenskap. Uppsala Universitet. Nätdroger. -Risker och konsekvenser för användaren. U-FOLD Storseminarium Uppsala 3 april 2013. Kommunikation mellan nervceller. a student profile. Maria: a rich heritage . Maria . . .. is 10 years old. is a fourth grader. speaks Spanish at home. has lived in Mexico, Texas, and Idaho. has two sisters, one older and one younger. Lessons from recent experiences and European perspectives. Maria Jepsen © etui (2017). 1. Outline. Introduction. Why. . is. . it. . so. . difficult. ?. Recent. . developments. at the . European. Clustering. . Unsupervised Learning. Clustering, Informal Goals. Goal. : . Automatically . partition . unlabeled. . data into groups of similar . datapoints. .. . Question. : When and why would we want to do this?. Clustering. . Unsupervised Learning. Clustering, Informal Goals. Goal. : . Automatically . partition . unlabeled. . data into groups of similar . datapoints. .. . Question. : When and why would we want to do this?. /11/2015. Active Learning . Supervised Learning. E.g., which . emails are spam and which are important.. E.g., . classify objects as chairs vs non . chairs.. Not . chair. chair. Not spam. spam. . Labeled Examples . tissue. Dr. Maria . Zahiri. 3. Dr. Maria Zahiri. . Four . basic tissue types. :. E. pithelial . tissue (surfaces and glands). Connective tissue. . Muscle . tissue (contractile cells). N. ervous . tissue. Work. . – Helen Ramsdale. Who was Maria Montessori?. Maria . Montessori (1870-1952) . was . an educator, scientist, physician, philosopher, feminist and . humanitarian. . She overcame social and cultural obstacles to pursue her dream of becoming a doctor and she used science to reform education. She was .