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Intro ML II - (Stochastic) Gradient Descent duration 45 minutes 32 seconds Intro ML II - (Stochastic) Gradient Descent Intro ML II - (Stochastic) Gradient Descent	Intro ML II - (Stochastic) Gradient Descent Zoom Recording ID: 8760640863 UUID: u8EViBtWSpqx0LZw4ZbeLQ== Meeting Time: 2020-04-23T15:22:31Z training data set computer data true gradient point concepts in physics approximation imagination cybernetics learning negative rating caption complete types of functions gradient means web colors randomly sample computer vision negative direction computer science scientific method artificial intelligence function true liberal true label statistical terminology random number optimization problem small step financial risk opposite direction hypothesis waves simple function functions and mappings semantics data point average loss global minimum condensed matter physics estimation theory geometry linear algebra vector calculus machine learning thought entire dataset mental structures linear operators in calculus training set philosophy of science expected risk dot product From Bharath Hariharan 381 plays
Giles Hooker's Zoom Meeting duration 1 hour 13 minutes Giles Hooker's Zoom Meeting Giles Hooker's Zoom Meeting	Giles Hooker's Zoom Meeting nice sort computer data classification decision tree regression analysis number cost probability crime rate mathematical logic split point mathematical terminology machine learning decision theory caption complete statistics predicted values data point systems theory potential break split forest fires scientific method systems data point super efficient statistical terminology estimation theory prediction oxides knowledge representation nitric oxide missing values code area hard coding decision trees multiple ways linear algebra recursive version highly variable value linear regression data set thing computer programming gjh27 metaphors From Giles Hooker 78 plays
Group3.mp4 duration 10 minutes 43 seconds Group3.mp4 Group3.mp4	Group3.mp4 copper materials science characteristics magnetic philosophical terminology concepts in physics chemical elements powder measurement crystals transition metals crystallography textiles caption complete differential calculus heat transfer capacity transformations semiconductor growth humanities ordering system writing reducing agents coefficients communication social psychology chloride consistent starting material p.p.s. product literature pharmacology material estimation theory oxides moment chemical engineering electric and magnetic fields in matter structure impurity reaction interaction calorimetry magnetism thought dietary minerals materials temperature From James Overhiser 7 plays
Tchernyshyov2.mp4 duration 1 hour 4 minutes Tchernyshyov2.mp4 Tchernyshyov2.mp4	Tchernyshyov2.mp4 rotational symmetry square force point electrodynamics philosophical logic concepts in physics symbols variable forms of energy meaning (philosophy of language) ice theoretical physics mathematical terminology theories of history technology particle physics electric differential calculus p.c. heat transfer quantum chemistry temperature electrostatics electricity marxist theory philosophy of physics chemical properties oral communication quantum mechanics thermodynamics charge iso basic latin letters free software programmed in c spintronics ventilating caption complete transformation function field direction theory energy means component statistical terminology state functions estimation theory quantum field theory elementary shapes c.. magnetism multiplication singularity configuration logic semantics electromagnetism description physical quantities evolution educational psychology circulation constraint linear algebra futurology space heating elementary mathematics and air conditioning amplitude conservation laws electrical engineering distribution definition physics From James Overhiser 15 plays
03 - Discussion of: Decision-making in Clinical… duration 26 minutes 15 seconds 03 - Discussion of: Decision-making in Clinical… 03 - Discussion of: Decision-making in Clinical Conditions: Is This Knowledge Useful for Neuroeconomics?	03 - Discussion of: Decision-making in Clinical Conditions: Is This Knowledge Useful for Neuroeconomics? BLCC Meeting educational psychology interesting psychological testing commerce caption complete statistical deviation and dispersion business law economics of uncertainty cognitive science guess thing brain decision derivatives (finance) decision theory health htl2 cerebrum on premise accountancy differentiate human behavior increase data analysis basic financial concepts framework mediasite free will learning disasters conference systems science interest marketing economic theories medical terminology variability psychiatric diagnosis autonomy actuarial science management object-oriented programming languages debt situation intelligence subjective memory psychology process summary statistics theory of probability distributions behavior difference outcome financial risk cit mediasite recordings social sciences punishment disciplines distortions statistical terminology naturalistic probability theory demography probability sensitivity pedagogy organs people motivation primitives ecology decompose estimation theory descriptive decomposition From Marshall Perryman 4 plays
ORIE 9000 Colloquium - Xiaodong Li: Low-rank… duration 1 hour 12 minutes ORIE 9000 Colloquium - Xiaodong Li: Low-rank… ORIE 9000 Colloquium - Xiaodong Li: Low-rank recovery: from convex to nonconvex methods	ORIE 9000 Colloquium - Xiaodong Li: Low-rank recovery: from convex to nonconvex methods Low-rank structures are common in modern data analysis, and they play essential roles in various applications. It is challenging to recover low-rank structures reliably and efﬁciently from corrupted… misclassification represent numerical analysis positive psychology films directed by michael curtiz formal sciences dynamical systems radio formats rings measure concepts in physics number community elementary mathematics measurement education quality networks research methods statistics recovery eng data n.w. question systems theory midtown manhattan structure caption complete method authorization model literature brand management sociology index statistical models initialization estimation theory functions and mappings on premise connectivity types of organization computational complexity theory mediasite problem project management physical quantities scientific method observation class comics spring 2015 constraint anthropology solution simulation thought occupational safety and health academia auxiliary sciences of history truth action hippie movement evaluation methods sociology of culture optics From E. Cornelius 0 plays
ORIE 9000 Colloquium - Rafael Frongillo: A… duration 1 hour 9 minutes ORIE 9000 Colloquium - Rafael Frongillo: A… ORIE 9000 Colloquium - Rafael Frongillo: A Unified Theory of Elicitation via Convex Analysis	ORIE 9000 Colloquium - Rafael Frongillo: A Unified Theory of Elicitation via Convex Analysis Elicitation is the study of mechanisms which incentivize the truthful reporting of private information from self-minded agents. In this talk I will present a general theory of elicitation grounded in… differentiability operations research price space social philosophy security monetary policy markets (customer bases) eng numismatics public economics caption complete learning model competition (economics) decorations pricing convex geometry sociology statistical theory marketing artificial intelligence thing numerical analysis microeconomics characterisation iso basic latin letters convex analysis convex gold design commerce fiction economics terminology linear algebra statistical inference on premise anthropology image processing statistics interesting function law enforcement randomness decision theory tax law outcome differential calculus estimation theory characterization international trade agent distribution market research convex hull macroeconomics sports terminology and medals mediasite thought t.. spring 2015 price question measurement probability distributions probability theory social information processing setting financial markets statistical terminology mechanism mathematical optimization social psychology market research methods industry prediction game theory business law score orders statistic sociological terminology printing market structure and pricing allocation From E. Cornelius 5 plays
ORIE Colloquium on 2/18/2015 - Mariana… duration 1 hour 0 minutes ORIE Colloquium on 2/18/2015 - Mariana… ORIE Colloquium on 2/18/2015 - Mariana Olvera-Cravioto: Queues in the Cloud: Generalizing the single server queue to massively parallel networks	ORIE Colloquium on 2/18/2015 - Mariana Olvera-Cravioto: Queues in the Cloud: Generalizing the single server queue to massively parallel networks Motivated by today’s cloud computing capabilities in large server farms, we present a queueing model where jobs are split into a number of pieces which are then randomly routed to… color computer science meaning (philosophy of language) equations graph theory communication numerical analysis mathematical logic systems theory formal sciences concepts in physics theory of probability distributions predecessor probability theory information science philosophical logic exponentials cognitive science cybernetics variants of random walks solution random walk randomness server condition evaluation conceptual models statistical terminology optical spectrum question decision theory single server theory of computation and uncertainty waiting time semantics requirement abstraction motivation spring 2015 rationing and licensing chaos theory production and manufacturing computers curing theory philosophy of mathematics system philosophy of physics logic information holism complex systems theory information theory set theory servers (computing) w.n. mathematical disambiguation caption complete equation high probability goods infinity on premise scientific method grammar systems science statistical randomness interesting random viral server queue piece statistical models knowledge supply chain management terms service war stochastic processes eng number mediasite data types estimation theory mathematical objects engineering scales mathematical modeling marketing web colors psychological attitude employment philosophy disambiguation cognitive psychology political philosophy theories works great strict positivity computer networks applied mathematics thing offspring number project management limit partial differential equations sorting algorithms statistical theory truth interpersonal relationships operations research elementary algebra computer programming From E. Cornelius 4 plays
ORIE Colloquium on 1/29/2015 - Jason Lee:… duration 1 hour 0 minutes ORIE Colloquium on 1/29/2015 - Jason Lee:… ORIE Colloquium on 1/29/2015 - Jason Lee: Selective Inference via the Condition on Selection Framework: Applications to Inference After Variable Selection	ORIE Colloquium on 1/29/2015 - Jason Lee: Selective Inference via the Condition on Selection Framework: Applications to Inference After Variable Selection Selective Inference is the problem of testing hypotheses that are chosen or suggested by the data. Inference after variable selection in high-dimensional linear regression is a common example of… estimation theory parameter statistical terminology on premise mathematical and quantitative methods (economics) eng equations confidence data set statistics regression analysis data analysis deductive reasoning greedy algorithm abstract algebra algebra computer data linear algebra mental structures selective matrices p.d.f. theory of probability distributions region condition c.d.f. probability summary statistics scientific method machine learning algorithms function artificial intelligence thing elementary special functions hypothesis testing selection mathematical optimization imagination elementary algebra caption complete probability theory algorithm covariance and correlation heuristics inductive reasoning concepts in physics point interval optimization algorithms and methods psychometrics square distribution randomness regression polynomials mediasite learning model selection statistical deviation and dispersion elementary mathematics linear statistical theory mathematical concepts experiment operations research econometrics arithmetic measurement variables spring 2015 statistical inference hypothesis inequality cybernetics variable logic and statistics k.k.t. statistical models From E. Cornelius 7 plays
CAM Colloquium - Ioannis Papastathopoulos:… duration 43 minutes 39 seconds CAM Colloquium - Ioannis Papastathopoulos:… CAM Colloquium - Ioannis Papastathopoulos: High-dimensional inference for multivariate extremes	CAM Colloquium - Ioannis Papastathopoulos: High-dimensional inference for multivariate extremes Natural hazards such as floods, heatwaves and windstorms can cause havoc for the people affected and typically result in huge financial losses. Drug-induced liver injury is a major public health and… statistical terminology mediasite on premise sensory system member states of the united nations variable point cooking techniques logic combinatorics model religious belief and doctrine scientific method market structure and pricing demography current approach american rhythm and blues musical groups finance epitaph records albums religious identity business law caption complete philosophical logic control flow christian theology statistical inference information science probability theory dependency restrictive dependence christianity republics process probability islam christian terms component greek alphabet structure hinduism representation function latin alphabet pharmacology reasoning estimate theory of probability distributions possibility thing distribution presentation marketing logical consequence spring 2015 statistics relationship vector industry estimation theory approach payment systems randomness eng independent understanding war condition statistical theory communication g20 nations statistical models applied mathematics correlation institutes From E. Cornelius 6 plays
ORIE Colloquium on 3/25/2014 - Rob Freund: A… duration 1 hour 12 minutes ORIE Colloquium on 3/25/2014 - Rob Freund: A… ORIE Colloquium on 3/25/2014 - Rob Freund: A First-Order View of Some Boosting Methods: Computational Guarantees and Connections to Regularization	ORIE Colloquium on 3/25/2014 - Rob Freund: 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 30 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, 2014-05-02 - Philippe Rigollet:… duration 1 hour 0 minutes ORIE Colloquium, 2014-05-02 - Philippe Rigollet:… ORIE Colloquium, 2014-05-02 - Philippe Rigollet: The Statistical Price to Pay for Computational Efficiency in Sparse PCA	ORIE Colloquium, 2014-05-02 - Philippe Rigollet: The Statistical Price to Pay for Computational Efficiency in Sparse PCA Friday, May 2 2:20 p.m. – Presentation – 253 Rhodes Hall Philippe Rigollet The statistical price to pay for computational efficiency in sparse PCA Computational limitations of… sigma hat intelligence measurement classes of computers television shows set in new york city internet p.k. game theory mathematical and quantitative methods (economics) set theory elementary mathematics m.v.p. p.c.a. point neuropsychological assessment decision theory market structure and pricing data thing algebra of random variables quality distribution spring 2014 d.l. largest sample size probability theory problem summary statistics mediasite find clicks constraint medicine competition (economics) assumption people tricks theory statistical inference linear algebra covariance and correlation problem solving operations research abstract algebra eng on premise data analysis matrices taxation artificial intelligence sampling (statistics) basic concepts in set theory estimation theory educational psychology mathematical physics mining mathematical notation ratios number direction graph theory statistical charts and diagrams matrix theory rca records albums statistical terminology question solve frankly random graph statistics caption complete graph algorithms worst case formal sciences lower bound research methods greek alphabet analytical chemistry scientific method evaluation methods entry wise order theory g.m. 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 92 plays
CAM Colloquium: Howard C. Elman (Maryland) -… duration 57 minutes 34 seconds CAM Colloquium: Howard C. Elman (Maryland) -… CAM Colloquium: Howard C. Elman (Maryland) - Reduced Basis Collocation Methods for Partial Differential Equations with Random Coefficients	CAM Colloquium: Howard C. Elman (Maryland) - Reduced Basis Collocation Methods for Partial Differential Equations with Random Coefficients Friday, March 7, 2014 at 3:30pm Frank H. T. Rhodes Hall, 655 CAM Colloquium: Howard C. Elman (Maryland) - Reduced Basis Collocation Methods for Partial Differential Equations with Random… control theory elementary mathematics research on premise communication data thing caption complete elementary algebra potential statistics transport phenomena energy conversion randomness elementary geometry eng telecommunications basis evaluation methods physical objects mathematical logic numerical analysis topology knowledge abstract algebra formulation types of functions and uncertainty probability distributions equation physical chemistry reduced basis functional analysis theory of probability distributions research methods matter probability theory logic system number measurement formal sciences binary operations coefficient problem partial differential equations statistical terminology systems theory random tensors decision theory chemical processes applied mathematics point probability diffusion user interface builders analytic geometry combinatorics psychometrics space solution methodology concepts in aesthetics information scientific method numerical differential equations estimation theory mathematical series function analytical chemistry summary statistics continuum mechanics oils group theory sample mediasite statistical randomness statistical theory fluid dynamics computer programming precondition method sparse matrices monte carlo solve theoretical computer science parameter environmental science evaluation auxiliary sciences of history algebra collocation geometric topology linear algebra order simulation quality spring 2014 numerical linear algebra fourier analysis concepts in physics information theory design of experiments abstraction algorithms a.j. From E. Cornelius 10 plays
ORIE Colloquium on 10/7/2014 - Bruce Turnbull:… duration 1 hour 12 minutes ORIE Colloquium on 10/7/2014 - Bruce Turnbull:… ORIE Colloquium on 10/7/2014 - Bruce Turnbull: Interim Monitoring of Clinical Trials: Decision Theory, Dynamic Programming and Optimal Stopping	ORIE Colloquium on 10/7/2014 - Bruce Turnbull: Interim Monitoring of Clinical Trials: Decision Theory, Dynamic Programming and Optimal Stopping There are currently over 33,000 clinical trials being conducted worldwide according to the registry clinicaltrial.gov. These are very expensive, often costing tens or even hundreds of millions of… clinical research problem solving mood disorders trial decision company thing statistician patient sampling (statistics) stress pharmacology production and manufacturing grammar caption complete probability theory group size bias clinical trials cigarettes psychiatric diagnosis information statistical theory eng constitutional monarchies demography communication circumstances member states of nato causal inference liberal democracies medical statistics g8 nations treatment epidemiology tobacco square root decision theory statistical inference senescence nutrition smoking aging post-traumatic gerontology mathematical terminology problem population economic problems statistics member states of the union for the mediterranean function actuarial science distribution economics terminology quality western europe health care on premise formal sciences ethology research methods medical research u.c.l.a. v.a. northern europe design behavioural sciences mediasite island countries basic financial concepts point public services scientific method combinatorics sequential methods people estimation theory arithmetic data g20 nations u.k. c.k. business countries in europe health pharmaceutical industry f.d.a. theory of probability distributions binary arithmetic psychometrics elementary mathematics latin words and phrases design of experiments art museums and galleries in london united kingdom boundary good job fall 2014 evaluation methods statistic american rock music groups statistical terminology member states of the united nations computing control theory air pollution group data analysis human communication From E. Cornelius 5 plays