Search for tag: "machine learning"

01:08:46 Is Global Agriculture Growing more Resilient to… Is Global Agriculture Growing more Resilient to Climate Shocks?	Is Global Agriculture Growing more Resilient to Climate Shocks? Ariel Ortiz-Bobea, Assistant Professor, College of Agriculture and Life Sciences, Charles H. Dyson School of Applied Economics and Management. June 17th, 2019. human rights botany ecology international relations research methods growing season climate change concepts in physics scientific modeling weather data state functions pricing climatic shock macro scale micro level studies agriculture social sciences market structure and pricing caption complete hot summers u.s.d.a.heat transfer statistics economics terminology regions of europe production process data markets (customer bases)carbon finance international relations education social classes good point microeconomics scientific method global picture real time accountancy production and manufacturing aggregate scale previous year great thing commerce u.s.marketing t.v.physical relationship human geography statistical model scale data historical climate early period general model market price crop production rural geography plants physical quantities current year statistical models interpersonal relationships manufacturing large scale industry economics national level machine learning crops demography production economics horticulture and gardening western europe things happening agricultural terminology statistical theory From Jennifer Shipe on July 25th, 2019 6 plays
10:48 Sam Nugen.mp4 Sam Nugen.mp4	Sam Nugen.mp4 d.n.a.antibiotic recognition elements recognize single infection detection cybernetics learning encodings technology bacteria caption complete broadway plays limitations weaknesses molecular biology host range bacteriophages infection water sustainable food biotechnology bacteria phages salmonella infectious diseases project management architectural design antibiotic resistance evolution drinking water field test inexpensive machine learning specific thing detect bacteria water sample From Janette Robbins on May 15th, 2019 1 plays
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01:00:46 CUFF - 201901250 - Greg Morrisett - What is CIS? CUFF - 201901250 - Greg Morrisett - What is CIS?	CUFF - 201901250 - Greg Morrisett - What is CIS? b.a.multimedia social science fold increase search engines guy named traffic control system networks strong tradition big data faculty member people worry systems theory interesting things leading place formal sciences industrial design classes of computers human–computer interaction turing award auxiliary sciences of history york stock exchange research methods societal challenge translate wiki pedia senior level huge challenge social sciences hard problems tech campus human communication psychology b.s.dual purpose emotions web 2.0 big push internet distributed system t.v.real time u.s.people thought database management systems computational neuroscience flashing red lights don greenberg credit card american computer scientists emotion medical people neural networks sample size data science graphic design cybernetics learning c.s.social media statistics deep learning joint appointments information science big bet data management systems engineering sampling (statistics)medical databases crypto currencies differential privacy fashion trend technical challenge 600 percent science major machine learning data set artificial intelligence pedagogy time period theoretical computer science mathematical sciences bad guys c.s. classes carnegie mellon i.r.b.education technology computing systems c.i.s.fast forward computer graphics agriculture computer science department computer vision computer science biggest challenge caption complete mit arithmetic human computer interaction 1st computer good news information students artificial neural networks cornell tech banking system academic unit cloud computing gates hall data center os x air traffic control evaluation methods admit students From Marshall Perryman on January 30th, 2019 17 plays
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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 135 plays
55:44 Privacy-Protecting Smart Contracts at Scale --… Privacy-Protecting Smart Contracts at Scale -- Noah Johnson	Privacy-Protecting Smart Contracts at Scale -- Noah Johnson internet privacy computation social concepts industry hardware secure communication demography statistical inference cloud computing business human rights accountancy logic and statistics reasoning chip maker legal procedure quality companies listed on the new york stock exchange design evaluation construction computer networking economics logical consequence property confidentiality auxiliary sciences of history data transaction order commerce autonomy legal documents open source systems theory data management distributed computing cybernetics types of marketing database theory computer law access control social issues computer access control gas price research methods arts decision theory computer data motivation social events evaluation methods engineering banking terms color internet sociology index fiction computer architecture worker mediasite mathematical logic platform risk transaction processing technique computer science business models statistical terminology personhood communication liberal democracies economic anthropology database management systems consumer behaviour aesthetics statistical theory law income libertarian theory privacy law of obligations physics software policy american brands formal sciences technology financial services information philosophical terminology learning international law population development disasters scientific method society photography computing contract law identity management philosophy of law linux penology data collection model individualism generally accepted accounting principles social sciences design of experiments ethical theories humanities logic narcissism knowledge representation group theory property law member states of the united nations rail transport consumer theory clubs and societies problem challenge applied mathematics genealogy web 2.0 open methodologies computer security renting deductive reasoning structural system identifiers legal entities chains telecommunications management theoretical computer science creativity inductive reasoning input/output marketing pricing cryptographic protocols theory of computation data set civil law (common law)psychometrics cryptography caption complete market structure and pricing copyright law systems science free software information theory manufacturing contract research video game development business law types of organization security strategic management artificial intelligence data market banking intellectual property law machine learning smart contract prisons architectural design economics of uncertainty system consensus social classes latin words and phrases idealism microeconomics distributed computing problems binary operations literature servers (computing)economic systems thing databases application survey methodology economies researcher political philosophy computer programming networks law enforcement sustainable transport companies listed on nasdaq algebra From Jake Lopez on August 14th, 2018 78 plays
40:56 CS2110-FA17-26 Session 26 CS2110-FA17-26 Session 26	CS2110-FA17-26 Session 26 2017-11-22 00:00:00+00 documents class statistical terminology set theory logic and statistics dice roll algebra graphic design language caption complete skills learning dice games philosophy of mathematics model creativity systems science monte carlo methods cybernetics abstraction computability theory scientific modeling random variables computer graphics web people constitutional law formal sciences materials variable object-oriented programming languages writing data problem theoretical computer science grammar law photography semiotics paper control theory thing graphics software inductive reasoning statistical theory educational psychology entire distribution artificial intelligence social sciences integrated circuits game equipment elementary mathematics deductive reasoning binary operations business terms computer vision design markov models linguistics interest probability people research methods philosophical terminology computer programming information science computing mathematical logic combination execution videonote evaluation methods management learning class machine learning psychology programming functions and mappings randomness logical consequence programming languages fall 2017 outcome sick programming infinity cognitive science market research reasoning program concepts in physics scientific method statistical models semantics computer science logic mathematical objects applied mathematics probability theory quality project management coins cryptography psychometrics computational statistics interested From Marshall Perryman on June 26th, 2018 35 plays
01:01:36 ORIE Colloquium: Suvrit Sra - Inexactness,… ORIE Colloquium: Suvrit Sra - Inexactness, geometry, and optimization: recurrent themes in modern data analysis	ORIE Colloquium: Suvrit Sra - Inexactness, geometry, and optimization: recurrent themes in modern data analysis Monday, May 5 3 p.m. – Presentation – 253 Rhodes Hall Suvrit Sra Inexactness, geometry, and optimization: recurrent themes in modern data analysis The current data-age is witnessing an… image caption complete mathematical structures implementation market research construction non-convex cybernetics concentration operations research observations question constraint function documentation formal sciences sample windows games on premise pseudoscience scientific method evaluation methods building blocks distribution mediasite reconstruction interesting eng structure basic concepts in set theory signal processing mathematical terminology image processing quality competition machine learning machine knowledge representation optimization problem research methods nonprofit technology group theory statistics mathematical logic generalization abstract algebra spring 2014 concepts in physics sociology index applied mathematics data thing people mathematical optimization design of experiments application learning mathematical and quantitative methods (economics)linear algebra computer vision elementary mathematics numerical linear algebra From E. Cornelius on May 14th, 2018 6 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
01:01:40 ORIE Colloquium: John Duchi (UC Berkeley) -… ORIE Colloquium: John Duchi (UC Berkeley) - Machine Learning: a Discipline of Resource Tradeoffs	ORIE Colloquium: John Duchi (UC Berkeley) - 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 can… 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 on May 14th, 2018 29 plays
01:06:21 ORIE Colloquium - Cynthia Rudin, Sloan School of… ORIE Colloquium - Cynthia Rudin, Sloan School of Management (MIT): Methods for Interpretable Machine Learning	ORIE Colloquium - Cynthia Rudin, Sloan School of Management (MIT): Methods for Interpretable Machine Learning Tuesday, April 8, 2014, 253 Rhodes Hall Abstract: It is extremely important in many application domains to have transparency in predictive modeling. Domain experts do not tend to prefer "black… demographics probability theory consumer behaviour statistical terminology emerging technologies ring theory data mining computer programming nursing statistical theory apocalypticism decision theory machine learning actual function hand side patient statistical models caption complete support factor engineering justification real data eng cybernetics risk production economics military science polynomials medical terminology electric power distribution pharmacology formal sciences medical treatments functional analysis false negatives number theory law enforcement search engines on premise cardiology point scoring system cognitive psychology philosophical logic sets permit tac toe mediasite p.i.r.statistical data types high blood age categories spring 2014 artificial intelligence model good points companies listed on nasdaq actuarial science false positives fictional robots predictive model learning blood pressure economics of uncertainty subjective experience u.c.l.a.high blood pressure systems theory disasters tic tac hard problem databases aging-associated diseases From E. Cornelius on May 14th, 2018 12 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
01:02:15 March 11 ORIE Colloquium: Purnamrita Sarkar -… March 11 ORIE Colloquium: Purnamrita Sarkar - Towards a Theory for Network Clustering	March 11 ORIE Colloquium: Purnamrita Sarkar - Towards a Theory for Network Clustering Tuesday, March 11, 2014 Time: 4:15 p.m. Location: 253 Rhodes Hall Abstract: Community detection in networks is a key exploratory tool with applications ranging from identifying protein complexes in… eigenvalue application model cybernetics data mining learning student culture scientific method specification prediction population cluster building materials interaction basically telecommunications engineering abstract algebra communication microeconomics population ecology scripting languages concepts in physics force on premise data analysis network environmental science sociological terminology molecular biology media formats classification web colors nutrition mental structures computer science visualization (graphic)business computer networks color strategic management masonry relationship computer networking artificial intelligence heuristics space models justification problem algebra demography social networking services statistical terminology pharmacology mediasite financial markets caption complete distance film thing short stories by isaac asimov economics terminology representation statistical theory war question economic theories eigenvector eng landscape architecture scientific terminology point family films genealogy proteins optical spectrum art media parallel computing machine learning people distribution graph spring 2014 normalization theoretical computer science From E. Cornelius on May 14th, 2018 12 plays
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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 81 plays