Search for tag: "regression"

01:06:06 Improving Food and Nutritional Security for the… Improving Food and Nutritional Security for the Global South: The Genetic Improvement of Maize and Cassava with Smallholder Farmers	Improving Food and Nutritional Security for the Global South: The Genetic Improvement of Maize and Cassava with Smallholder Farmers Prof. Mike Gore, College of Agriculture and Life Sciences, December 17, 2017 hydrocarbons orange high castles cloud points g.p.s. coordinates dark orange technology called breeding cycle bioinformatics population genetics tall peak sub-saharan africa g.p.s.german musical groups country classifications food colorings agronomy psychoanalysis medical terminology long time higher amount large amount genetics ancient recombination economics terminology plant physiology vitamins chemical properties breeding programs health health sciences cotton plant human beings breeding smaller farmer antioxidants metabolism ground vehicle nutrition fortified food caption complete plant reproduction molecular biology orange color carotenoids statistical terminology chromatography repression model human geography nutritional quality biosynthesis gas pedal regression model biomolecules great point great question public high schools in michigan disease lesion beta carotene commercial fortification canopy temperature molecular genetics hydrology white brain statistical charts and diagrams transpiration rate genetic marker metadata food science mapping resolution plant breeding demography controlling variation biotechnology cotton ball a.b.a.vision From Jennifer Shipe on August 19th, 2019 4 plays
01:04:58 Is Deep Learning a Black Box Statistically? by… Is Deep Learning a Black Box Statistically? by Jinchi Lv	Is Deep Learning a Black Box Statistically? by Jinchi Lv Title: Is Deep Learning a Black Box Statistically? Abstract: Deep learning has benefited almost every aspect of modern big data applications. Yet its statistical properties still largely remain… economics ejc85 formal sciences classification people simple communication concepts in physics actuarial science years f.d.r.engineering real life cybernetics rooms learning american teen comedy films mathematical terminology surgery machine learning quality orie caption complete logic information calendar eras statistics human communication types of travel airline tickets internet privacy question feature systems theory research methods regression analysis information science reproducibility collaborator jinchi lv medical terminology pretty good group theory reasoning cornell tech sociology index cryptography laboratory techniques class statistical terminology subspace essentially anthropology logical consequence rings basically representation high level building materials model project management classroom physical quantities picture scientific method grammar primitive types american dance music groups black box education theories b.c.evaluation methods mental structures laboratory equipment computer programming auxiliary sciences of history correlation management problem From E. Cornelius on October 29th, 2018 151 plays
47:19 27 - Curve fitting and the inner product Session… 27 - Curve fitting and the inner product Session 27	27 - Curve fitting and the inner product Session 27 2009-03-27 09:08:51+00 analytic geometry research methods c..videonote latin alphabet problem solving engineering solve projection numerical analysis numeral systems arithmetic concepts in physics number property communication abstract algebra colloidal chemistry formal sciences least squares statistics philosophical terminology audio engineering x..data elementary mathematics functions and mappings elementary special functions linear algebra y..vector mathematical notation numerical linear algebra matrices equal equation plotting software matrix sound thing measurement caption complete b..problem statistical terminology product algebra square mathematical sciences polynomials equations solution ontology geometry logic meaning (philosophy of language)data point data analysis software function vowel letters data management topology column perpendicular educational psychology point elementary algebra operations research length question semantics mathematical analysis transpose physics software mathematical optimization spring 2009 regression analysis linear operators in calculus trigonometry group theory From Marshall Perryman on June 26th, 2018 6 plays
01:57:00 ORIE 9000 Colloquium - Daniel Russo: Learning to… ORIE 9000 Colloquium - Daniel Russo: Learning to Optimize	ORIE 9000 Colloquium - Daniel Russo: Learning to Optimize The information revolution is spawning systems that require very frequent decisions and provide high volumes of data concerning past outcomes. Fueling the design of algorithms used in such systems is… eng regression analysis painting techniques spring 2015 whitespace statistical models customer artificial intelligence theoretical computer science problem measure e-commerce heuristic algorithms artistic techniques employment sampling scientific modeling statistical terminology product observation algorithm function distribution econometrics decision theory caption complete exponentials high probability assortment elementary special functions microeconomics model on premise optimization labor marketing linear pharmacology heuristics confidence literature parameter design arithmetic experimentation action mathematical terminology elementary mathematics reward algorithms optimistic order theory sample problem solving neuropsychological assessment simple statistical theory educational psychology environmental science u.c.b.operations research mediasite project management mathematical logic consumer theory political science measurement thing experiment From E. Cornelius on May 17th, 2018 39 plays
01:01:34 ORIE 9000 Colloquium - Damek Davis: The design… ORIE 9000 Colloquium - Damek Davis: The design and analysis of large-scale operator-splitting schemes	ORIE 9000 Colloquium - Damek Davis: The design and analysis of large-scale operator-splitting schemes Continuous optimization is a key component of modern data analysis. Recently, the demands of extremely large-scale applications have shifted the focus from high cost, high accuracy methods to low… mediasite numerical analysis point least squares basic concepts in set theory on premise billboard adult top 40 number-one singles thing image processing convex analysis optimization convergence method constraint functions and mappings caption complete algorithm intelligence function objective large scale problems neuropsychological assessment processor condition result windows software eng research distributed computing special case theoretical computer science mathematical logic performing arts property problem educational psychology elementary mathematics military ranks fertility aging war approximation billboard mainstream top 40 (pop songs) number-one singles physiology problem solving generalization operator spring 2015 research methods application traumatology mathematical disambiguation linear algebra video human spaceflight population film song recordings produced by buddy cannon regression analysis fixed point types of functions free software projection signal processing data analysis demography simple splitting abstract algebra artificial intelligence From E. Cornelius on May 17th, 2018 37 plays
01:12:05 ORIE Colloquium: Rob Freund (MIT) - A First-Order… ORIE Colloquium: Rob Freund (MIT) - A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to Regularization	ORIE Colloquium: 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 on May 14th, 2018 5 plays
01:02:33 ORIE Colloquium: Po-Ling Loh (Cal-Berkeley) -… ORIE Colloquium: Po-Ling Loh (Cal-Berkeley) - Nonconvex Methods for High-Dimensional Regression with Noisy and Missing Data	ORIE Colloquium: 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 and… 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 on May 14th, 2018 25 plays
01:08:29 ORIE Colloquium - Alexander Rakhlin (Penn) ORIE Colloquium - Alexander Rakhlin (Penn)	ORIE Colloquium - Alexander Rakhlin (Penn) Tuesday, May 6, 2014 at 4:15 PM [.ics] 253 Rhodes Hall Alexander (Sasha) Rakhlin Assistant Professor, Department of Statistics Secondary appointment: Department of Computer & Information… thing cybernetics correlation people space plasmas motivational theories functions and mappings spring 2014 elementary mathematics performing arts prediction square international economics mediasite mathematical optimization theory of probability distributions learning basic concepts in set theory internet slang fluctuations caption complete artificial intelligence playstation portable games decision theory regression function order theory estimator distribution question probability theory number on premise space vowel letters scientific method optimization algorithms and methods free software programmed in c film sample interesting sequence integrals complexity eng performance convergence song recordings produced by hugh padgham iso basic latin letters operations research human behavior machine learning approximation connection monetary policy class b.s.y..model windows text editors statistical terminology game theory mathematical and quantitative methods (economics)education terminology problem From E. Cornelius on May 14th, 2018 12 plays
02:07:00 ORIE Big Data Workshop - Session 1 ORIE Big Data Workshop - Session 1	ORIE Big Data Workshop - Session 1 problem x..health systems theory care health mediasite business terms data set communication learning darpa metric geometry search engine data types basic concepts in set theory theoretical computer science first order methods organizational behavior philosophy of mathematics information retrieval sociological theories public services caption complete infinity cybernetics group behavior algorithm particle physics functional analysis weak model decision theory lower bound elementary special functions action sociological terminology order theory network theory fall 2014 p.c.u.c.b.linear algebra ethology military ranks whitespace elementary mathematics social networking services sequential methods military tactics economics group processes eng data management optimal solution blue dots on premise internet search engines algorithms data mining computer data war database management systems functions and mappings abstract algebra computational problems linear regression computer networks news websites mentioned earlier management probability theory statistics set theory model scientific method t.c.p.social information processing big data arithmetic c.d.c.regression analysis mit cognition biological interactions information complex systems theory artificial intelligence information science crowdsourcing project management mathematical objects machine learning computer science function algebra mathematical logic theology thing estimation theory From E. Cornelius on May 4th, 2018 15 plays
01:10:25 ORIE 9000 Colloquium - Nathan Kallus: From… ORIE 9000 Colloquium - Nathan Kallus: From Predictive to Prescriptive Analytics	ORIE 9000 Colloquium - Nathan Kallus: From Predictive to Prescriptive Analytics Many operational problems in data-rich environments can be characterized by three primitives: data on uncertain quantities of interest such as simultaneous demands, concurrent auxiliary data such as… theory of probability distributions process statistical data types mediasite quantity statistical charts and diagrams management retailing commercial item transport and distribution data collection republics caption complete machine estimation theory basic concepts in set theory geodesy design of experiments uncertainty question liberal democracies decision microeconomics time-based economics manufacturing point production databases supply chain management functions and mappings operations research real analysis on premise macroeconomics data point assumption mit statistical terminology data analysis production economics application principles logistics location industry supply chain analytics elementary mathematics web 2.0 thing u.s.econometrics artificial intelligence video games probability theory learning fall 2014 approach x..non-parametric statistics problem point stuff knowledge film loss functions regression analysis film and video terminology predictive optimization regression marketing machine learning livestock decision trees review websites iso basic latin letters futurology distribution eng cybernetics and uncertainty accountancy business films actuarial science information systemic risk production and manufacturing operation economics terminology costs generally accepted accounting principles supply chain management terms optimal decisions geometry measure theory business intelligence decision theory and wholesaling statistical theory polynomials time series analysis From E. Cornelius on May 4th, 2018 84 plays
59:44 ORIE Colloquium - 2013-02-20: Sahand Negahban ORIE Colloquium - 2013-02-20: Sahand Negahban	ORIE Colloquium - 2013-02-20: Sahand Negahban 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 on April 30th, 2018 38 plays
57:07 ORIE Colloquium: Serdar Simsek (Cornell… ORIE Colloquium: Serdar Simsek (Cornell University) - Does Field Price Discretion Improve Profits? Evidence from Auto Lending	ORIE Colloquium: Serdar Simsek (Cornell University) - Does Field Price Discretion Improve Profits? Evidence from Auto Lending In many markets, it is common for headquarters to create a price list while local salespeople have discretion to negotiate prices for individual deals. How much (if any) pricing discretion to grant… customer characteristics legal entities insignificant question economies retailing racing video games problem personhood on premise thing consumer behaviour estimate generally accepted accounting principles observations military tactics model mathematical and quantitative methods (economics)caption complete industry estimation president consciousness companies competition (economics)human head and neck thought consequences investment fall 2013 price microeconomics application pricing basic financial concepts sociology of culture variable epitaph records albums sociological terminology negotiation decision theory profit psychology distribution hiv/aids in africa presentation sales explanation process marketing market structure and pricing philosophical terminology economics terminology companies listed on the new york stock exchange specifications stock market eng significance economics macroeconomics computer networks supply chain management mediasite and wholesaling financial markets regression analysis commerce internet retail markets business terms types of organization personal life department company business law econometrics From E. Cornelius on April 25th, 2018 5 plays
55:40 CAM Colloquium, 2014-09-19 - Julianne Chung:… CAM Colloquium, 2014-09-19 - Julianne Chung: Designing Optimal Spectral Filters and Low-rank Matrices for Inverse Problems	CAM Colloquium, 2014-09-19 - Julianne Chung: Designing Optimal Spectral Filters and Low-rank Matrices for Inverse Problems information theory systems science input/output audio engineering sequenced genomes environmental science educational psychology mathematical objects algebra market research signal processing machine learning training data digital photography normal distribution low rank applied mathematics thing graphic design parameter information probability distributions risk minimisation psychotherapy filter factor spacecraft launched by delta ii rockets video psychology time series analysis norm case probability theory artificial intelligence caption complete evaluation social psychology creativity linear algebra real life mathematical optimization noise sample forward model mathematical logic financial economics filter binary operations information science statistical theory regression analysis summary statistics t.s.p.cornell communication cam metrology matrices concepts in physics quality statistical inference decision theory family data management pedagogy web colors air filter natural philosophy group theory functions and mappings intelligence mathematical notation formal sciences photography cybernetics classical mechanics error numerical analysis statistics computer graphic artifacts cognitive science research reconstruction air image mathematical analysis optimal spectral psychometrics logic international law demography neural networks color determinants digital signal processing major cities functional analysis noise scientific method covariance and correlation differential calculus optimal filters robust statistics inverse problem image research methods statistical charts and diagrams measurement polynomials image processing sociology index theoretical computer science design of experiments inverse problems exponential family distributions home automation theory of probability distributions elementary algebra noise level semantics manufacturing data julianne chung estimation theory computer programming computer graphics digital imaging cartography engineering sensory system statistical terminology data analysis systems theory learning philosophical terminology systems problem evaluation methods geography linear operators in calculus From E. Cornelius on June 28th, 2017 14 plays
01:10:30 CAM Colloquium, 2016-05-06 - Sendhil Mullamathan:… CAM Colloquium, 2016-05-06 - Sendhil Mullamathan: Human Decisions and Machine Predictions	CAM Colloquium, 2016-05-06 - Sendhil Mullamathan: Human Decisions and Machine Predictions difference intelligence statistics mathematical concepts learning statistical models design of experiments neuropsychological assessment abstract algebra origin of life federalism geometric measurement p.c.films shot in toronto reasoning business biggest problems caption complete law enforcement pretty missed work judge marvel comics titles research evaluation methods statistical terminology people tools labor pretty good sendhil mullamathan legal professions percent song recordings produced by paul mccartney auxiliary sciences of history logic mathematical and quantitative methods (economics)prediction scientific method person violence variable regression analysis causal inference security internet standards school bus risk criminology african-american pedagogy umbrella problem developmental psychology garden features judges cornell concepts in physics coefficients creationism machine learning research methods cam fashion accessories decision understand labor economics quality thing systems science surveillance discrimination question experiment microeconomics psychology experiments logical consequence cryptography data artificial intelligence problem philosophy disambiguation macroeconomics interesting cognitive science cybernetics statistical inference From E. Cornelius on June 27th, 2017 5 plays
01:07:22 CAM Colloquium, 2016-09-23 - Madeleine Udell:… CAM Colloquium, 2016-09-23 - Madeleine Udell: Generalized Low Rank Models: Algorithms and Applications	CAM Colloquium, 2016-09-23 - Madeleine Udell: Generalized Low Rank Models: Algorithms and Applications Abstract: In this talk, we introduce an optimization-based framework called Generalized Low Rank Models designed to uncover structure in big messy data sets. These models generalize… implication film regression problem reason cam financial markets answer brilliance data analysis knowledge films set in pennsylvania representation caption complete art media madeleine udell cia media formats function people derivatives (finance)distribution multiplication theoretical computer science military ranks number elementary mathematics entry observations opposition million cornell missing plumbing difference films missing entries philosophy disambiguation thing interest mathematical logic mathematical finance interesting solution demographic From E. Cornelius on June 26th, 2017 7 plays
01:00:59 CAM Colloquium, 2017-02-10 - Damek Davis: A SMART… CAM Colloquium, 2017-02-10 - Damek Davis: A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning	CAM Colloquium, 2017-02-10 - Damek Davis: A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning Abstract: In this talk, we show how to transform any optimization problem that arises from fitting a machine learning model into one that (1) detects and removes contaminated data from the… quality probability guarantee thing variance damek davis statistical terminology statistical charts and diagrams statistical deviation and dispersion military ranks vector calculus nonconvex optimization problem sat data set data scientific method category theoretical computer science computation theory of probability distributions project mathematical logic knowledge representation war correspondence auxiliary sciences of history function linear algebra dimension statistical theory linear operators in calculus model judge direction percent reprise records albums stochastic algorithm outlier progression regression expectation regression analysis point caption complete estimation theory mass probability theory cornell legal professions square artificial intelligence statistics digital photography differential calculus data analysis evaluation methods nutrition b.m.i.algorithm cam image processing From E. Cornelius on June 26th, 2017 4 plays