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01:05:38 ORIE 9000 Colloquium - Madeleine Udell:… ORIE 9000 Colloquium - Madeleine Udell: Generalized Low Rank Models	ORIE 9000 Colloquium - Madeleine Udell: Generalized Low Rank Models Principal components analysis (PCA) is a well-known technique for approximating a data set represented by a matrix by a low rank matrix. Here, we extend the idea of PCA to handle arbitrary data sets… optimization algorithms and methods metric geometry original data sociology index iso basic latin letters number mediasite statistical data types robust statistics p.c.a matrices model parameters real number matrix theory time series analysis missing entries communication good approximation machine learning econometrics low rate computing terminology p.c. statistical charts and diagrams spring 2015 statistical theory data analysis knowledge representation song recordings produced by hugh padgham and uncertainty numerical linear algebra coding theory caption complete marketing major cities p.c.a. y.. on premise scientific method military ranks vowel letters business models educational psychology computer programming low rank problem particle physics data points s.t.p. sales algorithms electronic engineering information buy things data management thing cybernetics function statistical models special cases knowledge data hard constraints data set eng decision theory learning mathematical symbols mathematical optimization war small number statistics multivariate statistics local minima statistical terminology model basic concepts in set theory computer data elementary mathematics market research From E. Cornelius 2 plays
53:29 CAM Colloquium - Lawrie Virgin: Identifying… CAM Colloquium - Lawrie Virgin: Identifying Chaos Using Spectral Content	CAM Colloquium - Lawrie Virgin: Identifying Chaos Using Spectral Content The characterization of chaos as a random-like response from a deterministic dynamical system with an extreme sensitivity to initial conditions is well-established, and has provided a stimulus to… straightforward eng periodic mathematical analysis anatomy computation topology numerical analysis web colors light distinguish bifurcation design of experiments research system mechanics image processing computer programming digital technology systems science fourier analysis tool-using species condition force educational psychology parameter psychometrics response thing virtue initial conditions classical mechanics mechanical vibrations motion optical devices electrical engineering threshold latin words and phrases equation elementary geometry data frequency experiment spring 2015 communication noise sound caption complete structure environmental science statistical theory legal professions film and video technology sociology of culture acoustics concepts in physics algebra phonetics signal processing machines computing terminology darkness correspondence elementary algebra philosophical terminology on premise philosophy pejorative terms for people experimental identity recording simulation photography equipment characteristic systems earthquake engineering length chaos theory color fluid mechanics characterize dynamical systems mechanical engineering number mediasite systems theory f.f.t. metric geometry human behavior experimentalist optical spectrum cameras relationship From E. Cornelius 14 plays
58:48 CAM Colloquium - Adrian Lewis: Nonsmooth… CAM Colloquium - Adrian Lewis: Nonsmooth optimization: conditioning, convergence, and semi-algebraic models	CAM Colloquium - Adrian Lewis: Nonsmooth optimization: conditioning, convergence, and semi-algebraic models Variational analysis has come of age. Long an elegant theoretical toolkit for variational mathematics and nonsmooth optimization, it now increasingly underpins the study of algorithms, and a rich… concepts in physics linear programming mathematical analysis elementary mathematics constant factor high dimensional philosophy chemical kinetics conic sections caption complete mathematical objects solution point normal cone criticism learning real analysis input/output error grammar operations research circles types of functions optimization polynomials computational complexity theory properties of topological spaces set theory algorithm semi algebraic geometric topology eng abstract algebra linear algebra on premise optimal solution engineering management manifolds control flow smooth functions statistics function computer programming strong regularity linear operators in calculus production and manufacturing project management theoretical computer science statistical models decision theory logic hand side black box legal documents artificial intelligence spring 2015 cognitive psychology calculus knowledge philosophical terminology determinants eigenvalue convex analysis problem basic concepts in set theory mathematical logic mental structures surfaces numerical analysis logical consequence topology spheres regularity smooth length scientific method algebra binary operations differential geometry philosophical logic mediasite convex geometry wireless locating multivariable calculus evaluation methods measurement sociology index probability theory metric geometry geometry linear perturbation differential calculus elementary algebra computability theory functions and mappings elementary geometry order theory asymptotic analysis algebraic manifold linguistics cybernetics communication sociology of culture information condition true solution quality statistical terminology computational geometry intersection h.k. language data problem solving educational psychology systems theory and uncertainty evaluation formal sciences mathematical optimization analytic geometry computational problems social psychology algebraic geometry convex optimization research methods direction differential topology From E. Cornelius 53 plays
59:18 CAM Colloquium 2013-03-08 Pierre Baldi CAM Colloquium 2013-03-08 Pierre Baldi	CAM Colloquium 2013-03-08 Pierre Baldi CAM Colloquium: Pierre Baldi (UC Irvine) - Deep Architectures and Deep Learning: Theory, Algorithms, and Applications Friday, March 8, 2013 at 3:30pm Frank H. T. Rhodes Hall, 655 Deep architectures… classification algorithms stars factor cognitive science research methods trees metric geometry party textures eng educational psychology biology theories semantics central nervous system chemical elements classification systems intelligence kinematics network abstract algebra gamma and related functions bioinformatics layer data developmental psychology on premise research computer networks formal sciences media formats helices statistical models business terms prediction p.d.p. machine learning linear algebra acids knowledge secondary structure nutrition classical mechanics mediasite standard unix programs electronics cybernetics computational complexity theory thing companies listed on nasdaq algebra war data management concepts in physics architecture internet deep architecture brain computational neuroscience weight sharing types of functions molecular biology language learning evolutionary biology elementary geometry mind acid-base chemistry plants networks protein reducing agents geometric shapes length proteins philosophical logic training matrices topology computer arithmetic b.s. education packaging materials computer programming functions related to probability distributions computing evaluation theoretical computer science artificial intelligence problem computational linguistics languages evaluation methods function systems theory neural networks communication systems science basic concepts in set theory spring 2013 rotation auxiliary sciences of history tool-using species natural language processing psychology c.c. computer data sleep numerical analysis statistical randomness algorithms elementary mathematics computer networking functions and mappings evolution i.q. protein structure medical terminology latin alphabet mathematical logic software architecture s.t.m. information cognitive psychology upper layer pedagogy information science computer vision statistics psychometrics information theory theory of probability distributions scientific method hamming distance quality caption complete decision theory user interface techniques probability theory computer science input/output problem solving binary operations statistical terminology applied mathematics weight structure and uncertainty neurons students proteomics probability design of experiments data analysis From E. Cornelius 15 plays
59:18 CAM Colloquium, 2013-03-08 - Pierre Baldi: Deep… CAM Colloquium, 2013-03-08 - Pierre Baldi: Deep Learning: Theory, Algorithms, and Applications	CAM Colloquium, 2013-03-08 - Pierre Baldi: Deep Learning: Theory, Algorithms, and Applications cybernetics physical attractiveness sensory system semiotics machine learning documents learning factor secondary structure knowledge metric geometry evaluation methods cam abstraction management stars statistical randomness protein classification algorithms constitutional law network architecture system basic concepts in set theory education software architecture physiology standard unix programs numerical analysis network systems science function training computational linguistics f.t. probability theory structure functions related to probability distributions decision theory neuroscience reasoning i.q. computational neuroscience force tissues data management learning process computer arithmetic data mining algorithms geometric shapes input/output psychometrics creativity target evolutionary biology human behavior information theory computer programming sociology kinematics set theory mind audio engineering developmental psychology evolution chemical elements helices information pedagogy proteomics research applied mathematics geodesy collaboration artificial intelligence concepts in physics good idea tool-using species language data elementary geometry south korean boy bands s.t.m. elementary mathematics formal sciences medicine latin alphabet languages p.d.p. nutrition philosophy geography terminology communication war philosophical terminology aesthetics abstract algebra project management subjective experience mathematical logic statistical terminology party textures research methods signal processing molecular biology architecture cognitive psychology natural language processing expectation bioinformatics problem scientific method packaging materials caption complete organs geography computer graphics architectural design physical objects protein structure problem solving semantics educational psychology auxiliary sciences of history occupational safety and health reducing agents commerce brain systems theory neural networks cartography biology theories intelligence statistics matrices pierre baldi real estate classical mechanics paper products subjects taught in medical school proteins acids intention philosophical logic weight companies listed on nasdaq media formats prediction genetics theoretical computer science graphic design discrimination cornell data analysis neurons thing computational complexity theory central nervous system linear algebra landscape architecture unsolved problems in neuroscience design of experiments linguistics matter length cognitive science evaluation topology medical terminology electronics psychology sociology of culture user interface techniques quality information science networks rotation and uncertainty social psychology binary operations sleep computer science statistical models computing vision theory of probability distributions computer data layer algebra From E. Cornelius 106 plays