Search for tag: "high dimensional"

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Intro ML I - Framing the problem duration 50 minutes 53 seconds Intro ML I - Framing the problem Intro ML I - Framing the problem	Intro ML I - Framing the problem Zoom Recording ID: 8760640863 UUID: g5UgMq0DQcWoPHsejiECtw== Meeting Time: 2020-04-22T14:30:54Z computer data probability point image conditional distribution zero cybernetics learning data mining image classification training image image processing decision theory caption complete means oral communication label enormous number hyper plane hypothesis class scientific method define fit function training data class classification true liberal true label test image photography object classification systems point lies american male singers high dimensional space data point average loss educational psychology linear algebra machine learning data set mental structures statistical terminology training set probability theory vision philosophy of science From Bharath Hariharan 286 plays
CAM Colloquium - Adrian Lewis: Nonsmooth… duration 58 minutes 48 seconds 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 64 plays
ORIE Colloquium on 2/6/2014 - Po-Ling Loh… duration 1 hour 2 minutes ORIE Colloquium on 2/6/2014 - Po-Ling Loh… ORIE Colloquium on 2/6/2014 - Po-Ling Loh (Cal-Berkeley): Nonconvex Methods for High-Dimensional Regression with Noisy and Missing Data	ORIE Colloquium on 2/6/2014 - Po-Ling Loh (Cal-Berkeley): Nonconvex Methods for High-Dimensional Regression with Noisy and Missing Data Thursday, February 6, 2014 at 4:15pm Frank H. T. Rhodes Hall, 253 ORIE Colloquium: Po-Ling Loh (Cal-Berkeley) - Nonconvex Methods for High-Dimensional Regression with Noisy and Missing Data Noisy… missing data signal processing computer data r.c. military ranks scientific modeling local optima ground truth on premise key insight data thing data management caption complete graphical models elementary algebra function statistics question error computing terminology multivariate statistics eng war functional analysis local option numerical analysis global optima logical consequence barcodes logic abstract algebra spring 2014 regression analysis corruption probability theory social psychology measurement problem data analysis visualization (graphic) true positives statistical terminology matrices covariance decision theory positive standard unix programs psychology psychotherapy variable computational science turbografx-16 games statistical deviation and dispersion virtual reality estimation theory creativity graphical gene expression molecular biology global optimum high dimensional fifteen percent real data mediasite statistical theory computer programming observation nuclear magnetic resonance communication econometrics data types environmental science reasoning m.r.i. mathematical optimization primitive types unix sus2008 utilities algebra covariance and correlation linear algebra linear call statistical models summary statistics false positives types of functions concepts in physics information theory design of experiments differential calculus From E. Cornelius 63 plays
ORIE Colloquium on 2/4/2014 - John Duchi: Machine… duration 1 hour 1 minute ORIE Colloquium on 2/4/2014 - John Duchi: Machine… ORIE Colloquium on 2/4/2014 - John Duchi: Machine Learning: a Discipline of Resource Tradeoffs	ORIE Colloquium on 2/4/2014 - John Duchi: 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… 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 93 plays
ORIE Colloquium, 2013-02-20 - Sahand Negahban:… duration 59 minutes 44 seconds ORIE Colloquium, 2013-02-20 - Sahand Negahban:… ORIE Colloquium, 2013-02-20 - Sahand Negahban: Structured Estimation in High-Dimensions	ORIE Colloquium, 2013-02-20 - Sahand Negahban: Structured Estimation in High-Dimensions ORIE/Statistics Colloquium: Sahand Negahban (MIT) - Structured Estimation in High-Dimensions Wednesday, February 20, 2013 at 4:15pm Frank H. T. Rhodes Hall, 253 Modern techniques in data… philosophical logic high dimensional model stochastic processes estimation theory psychology operator theory structuralism communication cryptography spring 2013 noise level logical consequence human behavior logic random walk linear regression control theory true loss linear algebra engineering failure algebra abstraction higher education matrices distribution statistical terminology computational complexity theory good question regular formal sciences and uncertainty comparison motion systems engineering on premise n.p. times composite materials design of experiments surfaces aesthetics group theory mathematical logic scientific method semantics statistical inference quantum mechanics theoretical computer science systems theory research methods psychoanalysis information theory order theory numerical analysis fields of application of statistics branches of philosophy cognitive science operations research statistical models demography mathematical optimization research signal processing lower rank vowel letters educational psychology econometrics problem differential geometry neuroscience christian terms dimensional eng genetics simple living velocity upper limb anatomy systems science evaluation methods data concepts in physics good measure graph theory knowledge parameter mathematical analysis differential topology statistics regularization evaluation elementary mathematics factorial and binomial topics metatheory rank aggregation machine learning data management behavior dispositional beliefs developmental psychology set theory great question numerical linear algebra molecular biology building materials time series analysis force latin alphabet reasoning decision theory tensors nuclear technology data analysis real question statistical theory information science x.i.i. statistical elementary geometry learning writing kinematics sociology of culture definition arithmetic regression analysis safety engineering mediasite statistical deviation and dispersion square root measurement pedagogy philosophy model complexity family minerals theory of probability distributions mathematical disambiguation quality construction problem solving caption complete covariance and correlation probability distributions information error property environmental science meaning (philosophy of language) greek alphabet triangles cybernetics summary statistics basic concepts in set theory computer programming functions and mappings functional analysis From E. Cornelius 124 plays