a toolkit for distributed perceptron training
Báo cáo khoa học: "a Toolkit for Distributed Perceptron Training and Prediction with MapReduce" doc
... training algorithm as long as theyemploy the same features.The implementation is in Java, and we inter-face with the Hadoop cluster via the native JavaAPI. It can be easily adapted to a wide range ... renderthe scalability of the Perceptron a challenge.In order to improve scalability, Mcdonald etal. (2010) propose a distributed training strat-egy called iterative parameter mixing, and showthat ... yt)). Each map worker per-forms a standard perceptron training epoch andoutputs a pair (feature-id, wi,f) for each feature.The set of such pairs emitted by a map worker rep-resents its local...
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Tài liệu Sustainability Communications A Toolkit for Marketing and Advertising Courses doc
... mobilization campaigns. Sustainable development and corporate communication o Businesses also communicate in many different ways. Administrative, managerial and information and communication ... Run by AISE (International Association for Soaps, Detergents and Maintenance Products), an organization that has 900 member companies representing 90% of the European market for maintenance products, ... fundamental logic of the company as organized in a market economy. What the term denotes, in fact, are all the development and management operations carried out to identify, anticipate and satisfy...
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Báo cáo khoa học: "A TOOLKIT FOR LEXICON BUILDING" pdf
... lexical item "part', by the relational arcs Broca's area T part brain M part which say in effect that Broca's area is a kind of part, specifically a "brain-part." ... gerstmann ' s semantic We rnicke ' s Sroca ' s conduction transcortical SYMPTOM [aphasia is a symptom of x] stroke TIA ASSOC [aphasia may be associated with x] apraxia _CAUSE ... predicate calculus have(x, aphasia) "able(speak(x)) relations TAX [aphasia is a kind of x] deficit disorder loss inability "TAX Ix is a kind of aphasia] anomic global gerstmann...
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Collaboration and Action to Improve Child Health Systems: A Toolkit for State Leaders docx
... quality initiative that connects payers, providers, families, and State agencies for practice improvement? • Are technical assistance and training avail-able to care coordinators/case managers? ... compassionate. e approach aims to assure that: all providers of a child’s care operate as a team; families are critical members of that team; and all team members understand the importance of quality ... of a child’s health care operate as a team; that families are critical members of that team; and that all team members understand the importance of quality, coordinated medical, mental and...
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A toolkit for employers connecting youth & business pptx
... a plan their career. Youth will take a self-assessment, research potential careers and write a career plan. This is an interactive workshop available at http://www.gcflearnfree.org/careerplanning18STEP ... provide an outline of a job shadow day. There are several other approaches that could work for a Work Ready Skills training program (some examples appear in the box on the right). Additional tools ... to learn and grow.Employees in my company can see clear career pathways for themselves. There is an effort to provide transparency around skill attainment, growth, and advancement. Total score...
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Helping Older Adults Search for Health Information Online A Toolkit for Trainers from the National Institute on Aging potx
... a search box.___ 7 Learn how to use a site map.HANDOUT 1A: Lesson GoalsHelping Older Adults Search for Health Information Online: A Toolkit for Trainers from the National Institute on AgingModule ... download Toolkit materials, go to www.nihseniorhealth.gov /toolkit 7MODULE 1: Internet BasicsHelping Older Adults Search for Health Information Online: A Toolkit for Trainers from the National ... ACTIVITYInternet BasicsHANDOUTSSET-UP ACTIVITYHelping Older Adults Search for Health Information Online: A Toolkit for Trainers from the National Institute on AgingModule 1 – Lesson Plan:...
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Fighting Junk Food Marketing to Kids: a toolkit for advocates doc
... between 5and 10 years of age, 60 percent already have at least one cardio-vascular disease risk factor that can lead to atherosclerosis, hyper-tension, and diabetes in adulthood.3This is particularly ... their appealto children. Popular cartoon characters such as SpongeBobSquarePants and Dora the Explorer appear on everything fromHoneycomb cereal and Teddy Grahams crackers to frozen mealsand ... content that is target-ed to children.27Most contain “advergames” — interactive games inwhich a company’s product or brand characters are featured, func-tioning as a game and an advertisement...
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Teaching speaking and listening a toolkit for practitioners pot
... to colleagues and customers at work • are able to get the information they need from organisations and individuals they have to deal with• can explain things clearly and make a case for themselves• ... ection and analysis.The overall approach we take to teaching oracy is to focus on talk – using the spoken language as both the medium and the message. It is based on:• practical examples arising ... UK’s major banks has put language so squarely on the agenda that there is a specifi c target in each person’s annual appraisal called ‘contribution to the bank’s tone of voice’.The bank recognised...
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Tài liệu Báo cáo khoa học: "A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation" doc
... Stochastic analysis of lexical andsemantic enhanced structural language model. The 8thInternational Colloquium on Grammatical Inference(ICGI), 97-111.K. Yamada and K. Knight. 2001. A syntax-based ... (EMNLP),858-867.E. Charniak. 2001. Immediate-head parsing for languagemodels. The 39th Annual Conference on Associationof Computational Linguistics (ACL), 124-131.E. Charniak, K. Knight and K. Yamada. 2003. ... use its approximation, a linear com-bination of 5-gram/2-SLM and 2-gram/4-SLM, and for 5-gram/2-SLM or 2-gram/4-SLM, again we cutoff its fractional expected counts that are less than a threshold...
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Tài liệu Báo cáo khoa học: "A Modular Toolkit for Coreference Resolution" pdf
... experimentationwith different feature sets.Learning BART provides a generic abstractionlayer that maps application-internal representationsto a suitable format for several machine learningtoolkits: One module ... combination.2 Training/ Testing The training and testing phasesslightly differ from each other. In the training phase,the pairs that are to be used as training exampleshave to be selected in a ... adaptingBART to different corpora. Through the availabilityof BART as open source, as well as its modularityand adaptability, we hope to create a larger com-munity that allows both to push the state...
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Social Audit: A Toolkit A Guide for Performance Improvement and Outcome Measurement doc
... to maximise social benefits.24Social Audit: A Toolkit 12. Social Auditing and Performance EvaluationEvaluation, which is carried out by an external agency, measuresperformance of a department ... expression and empowerment.18Social Audit: A Toolkit • Comparative: Provides a means whereby the organisation can compare its ownperformance each year and against appropriate external norms ... Health and education indicators like availabilityof health care, educational facilities and educational attainment can provide useful measuresin conducting Social Audit. These indicators can...
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Global Health in Medical Education: A Call for More Training and Opportunities pptx
... for international health: evaluating 10 year’sexperience at the University of Arizona. AcadMed. 1992;67:90–94.42 International Health Group. Global HealthPathway. Available at: (http://depts.washington.edu/ihg/pathway. ... 2007228Global HealthGlobal Health in Medical Education: A Call for More Training and OpportunitiesPaul K. Drain, MPH, Aron Primack, MD, MA, D. Dan Hunt, MD, MBA,Wafaie W. Fawzi, MB, DrPH, ... experienceabroad as part of their medical education(Figure 1).23By 2004, 22.3% ofgraduating American medical studentshad participated in an internationalhealth experience.24However, for maximal...
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PADS: A Policy Architecture for Distributed Storage Systems pptx
... part of a data plane and policies as part of a control plane. The data plane encapsulates a set of com-mon mechanisms that handle the details of storing andtransmitting data and maintaining ... closed. a node picks a peer to exchange updates with via anti-entropy sessions.Pangaea [26] Pangaea is a peer-to-peer distributed storage system for wide area networks. Pangaea main-tains a connected ... leases and coopera-tive caching. Leases [8] increase availability by allowing a server to break a callback for unreachable clients. Co-operative caching [5] allows clients to retrieve data...
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