PDF-Energy Disaggregation via Discriminative Sparse Coding

Author : cheryl-pisano | Published Date : 2015-05-30

Zico Kolter Computer Science and Articial Intelligence Laboratory Massachusetts Institute of Technology Cambridge MA 02139 koltercsailmitedu Siddarth Batra Andrew

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Energy Disaggregation via Discriminative Sparse Coding: Transcript

Zico Kolter Computer Science and Articial Intelligence Laboratory Massachusetts Institute of Technology Cambridge MA 02139 koltercsailmitedu Siddarth Batra Andrew Y Ng Computer Science Department Stanford University Stanford CA 94305 sidbatraang css. Temporal disaggregation can be performed with or without one or more high frequency indicator series The package tempdisagg is a collection of several methods for temporal disaggregation Introduction Not having a time series at the desired frequency Aswin C Sankaranarayanan. Rice University. Richard G. . Baraniuk. Andrew E. Waters. Background subtraction in surveillance videos. s. tatic camera with foreground objects. r. ank 1 . background. s. parse. From Theory to Practice . Dina . Katabi. O. . Abari. , E. . Adalsteinsson. , A. Adam, F. . adib. , . A. . Agarwal. , . O. C. . Andronesi. , . Arvind. , A. . Chandrakasan. , F. Durand, E. . Hamed. , H. . Tom . D’Avello. – . NRCS-NSSC-GRU. c. ontact: . tom.davello@wv.usda.gov. Travis . Nauman. – NRCS-NSSC-GRU, WVU. c. ontact: . tnauman@mix.wvu.edu. Overview. Define ‘Disaggregation’. Approaches and Tools. Lightening talk. Openlab. Major review. 16. th. . Octobre. 2014. Background: the CERN *. aaS. . catalog. . Platform disaggregation. - . 2. OpenStack. LSF. s/w build. …. Interactive. AFS. Ceph. to Multiple Correspondence . Analysis. G. Saporta. 1. , . A. . . Bernard. 1,2. , . C. . . Guinot. 2,3. 1 . CNAM, Paris, France. 2 . CE.R.I.E.S., Neuilly sur Seine, France. 3 . Université. . François Rabelais. Full storage:. . 2-dimensional array.. (nrows*ncols) memory.. 31. 0. 53. 0. 59. 0. 41. 26. 0. 31. 41. 59. 26. 53. 1. 3. 2. 3. 1. Sparse storage:. . Compressed storage by columns . (CSC).. Three 1-dimensional arrays.. Isolation of . explant. . : . Strictly . aseptic conditions. Under . laminar flow cabinets . or in sterile rooms . . care should be taken not to violate . ethical issues . or legal boundaries. Precautions while extracting . Intersectionality. and Science. Lessons. How Do We Make Science Better?. More Inclusion means Better Science. Disaggregation . –i.e. . the analysis of particular groups, axes, . identities- . reveals otherwise obscured dynamics (. Michael . Elad. The Computer Science Department. The . Technion. – Israel Institute of technology. Haifa 32000, . Israel. David L. Donoho. Statistics Department Stanford USA. Outline. Unusual Event Detection. Video Representation. Dynamic Sparse Coding. Empirical Study. Conclusions. Outline. Unusual Event Detection. Video Representation. Dynamic Sparse Coding. Empirical Study. . Jeremy Watt and . Aggelos. . Katsaggelos. Northwestern University. Department of EECS. Part 2: Quick and dirty optimization techniques. Big picture – a story of 2’s. 2 excellent greedy algorithms: . Opportunity!. Apply Student Equity Plan- level disaggregation to Program Review =. Integrates equity into individual program analyses; allows more strategic planning and resource allocation to eliminate achievement differences. J ZicoKolterRecent Advances in Algorithms for Energy DisaggregationThe GoalDetermine breakdown of power given wholehome consumption eg from smart meterTotal PowerJ ZicoKolterRecent Advances in Algorit

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