Search for tag: "regularization"

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01:21:51 Lecture 11/16/21: Generalized low rank models Lecture 11/16/21: Generalized low rank models	Lecture 11/16/21: Generalized low rank models Zoom Recording ID: 94347618999 UUID: SAWHob9hQW2cn6V0EZ64cg== Meeting Time: 2021-11-16T14:36:06Z loss values model entries function rank regularization sum vector matrix times points error thing columns w. column norm dataset kind From Madeleine Udell 86 plays
01:27:21 Lecture 10/28/21: ControlBurn demo +… Lecture 10/28/21: ControlBurn demo + Regularization	Lecture 10/28/21: ControlBurn demo + Regularization Zoom Recording ID: 94347618999 UUID: O8jrxuxKSBqUUUCSd5BWBg== Meeting Time: 2021-10-28T13:32:27Z model regression ridge thing regularization predictions lasso features problem alice parameter lot trees values squares kind demo class bit max From Madeleine Udell 71 plays
01:28:11 Lecture 10/26/21: LASSO and ControlBurn Lecture 10/26/21: LASSO and ControlBurn	Lecture 10/26/21: LASSO and ControlBurn Zoom Recording ID: 94347618999 UUID: DOWdGQWHQ1mQDoEuHM2/Dw== Meeting Time: 2021-10-26T13:31:22Z features trees feature model tree kind depth lot problem solution error regularization regression ensemble age dataset thing norm lasso coefficients From Madeleine Udell 91 plays
01:23:23 Lecture 10/21/21: Ensembles + Regularization Lecture 10/21/21: Ensembles + Regularization	Lecture 10/21/21: Ensembles + Regularization Zoom Recording ID: 94347618999 UUID: Hg/UOyaZTFGi+ub+trRDtw== Meeting Time: 2021-10-21T13:31:18Z tree trees prediction model variance models loss thing gradient bootstrap samples predictions dataset regularization error learners idea function training values From Madeleine Udell 76 plays
38:01 ORIE Colloquium, 2014-03-26 - Stefanie Jegelka… ORIE Colloquium, 2014-03-26 - Stefanie Jegelka (UC Berkeley): Efficient Learning with Combinatorial Structure	ORIE Colloquium, 2014-03-26 - Stefanie Jegelka (UC Berkeley): Efficient Learning with Combinatorial Structure Wednesday, March 26, 2014 at 3:00pm Frank H. T. Rhodes Hall, 253 ORIE Colloquium: Stefanie Jegelka (UC Berkeley) - Efficient learning with combinatorial structure Learning from complex data such as… design of experiments artificial intelligence business law computational complexity theory accountancy implement types of functions left hand algorithm hand side short boundary graph algorithms computer vision data types regularization language cybernetics spring 2014 approximation differential calculus simple f.i.a. control flow evaluation theoretical computer science chemical processes optimal solution abstraction factor worst case numerical analysis image caption complete painting techniques model formal sciences concepts in physics order theory algorithms geodesy on premise dynamical systems learning thing artistic techniques economics mathematical logic linearization polynomials good solution logic algebra problem graph information science communication elementary algebra segmentation solution microeconomics essentially eng structure applied mathematics hard problem statistical terminology function functions and mappings infographics mediasite From E. Cornelius 34 plays
01:12:05 ORIE Colloquium, 2014-03-25 - Rob Freund (MIT): A… ORIE Colloquium, 2014-03-25 - Rob Freund (MIT): A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to Regularization	ORIE Colloquium, 2014-03-25 - Rob Freund (MIT): A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to Regularization Tuesday, March 25, 2014 at 4:15pm Frank H. T. Rhodes Hall, 253 ORIE Colloquium: Rob Freund (MIT) - A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to… algorithms evaluation methods optimization norms (mathematics) on premise method statistical theory machine learning spring 2014 breast cancer optimization algorithms and methods quality statistical models theatre economic geography step size stagecraft elementary special functions elementary mathematics scientific method caption complete matrices knowledge estimation theory mediasite probability theory iteration artificial intelligence statistics number lot variable computer file formats mathematical and quantitative methods (economics) analytic geometry residual learning generalization distribution thought eng polynomials thing contract law types of functions christian terms and uncertainty statistical classification regression analysis econometrics regularization regression research methods model error minimize classification square data control flow internet protocols multiplicative semantics statistical terminology marketing software engineering functions and mappings mathematical optimization computer networking guarantee arithmetic algorithm algebra true optimization auxiliary sciences of history function linear algebra development decision theory mathematical sciences nuclear physics solution computer vision coefficient problem information From E. Cornelius 25 plays
59:44 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 accumulation… 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 107 plays
01:10:28 CAM Colloquium, 2015-10-23 - Gustaaf Jacobs:… CAM Colloquium, 2015-10-23 - Gustaaf Jacobs: Marrying Point Particle Methods with Higher-Order Solvers for Conservation Laws	CAM Colloquium, 2015-10-23 - Gustaaf Jacobs: Marrying Point Particle Methods with Higher-Order Solvers for Conservation Laws generalized functions sociology index autonomy elementary special functions solution fluid mechanics point scientific terminology decision theory probability theory classical mechanics particle function theory of probability distributions continuum mechanics shock resolution real scheme planning statistical mechanics problem cam numerical analysis intercalation sociological terminology method single source high order high water mechanics aerodynamics organs order conservation laws thought regularization mathematical analysis technical communication environment lambda calculus pejorative terms for people gustaaf jacobs distribution mathematical disambiguation delta function communication fluid dynamics difference subroutines cornell condition concepts in physics chemical engineering equation caption complete convergence combinatorics dynamical systems approximation representation basically From E. Cornelius 7 plays