PPT-Energy Efficient Concept Drift Adaptive Learning

Eva García Martín evagarciamartinbthse Thesis Make Machine Learning algorithms more energy efficient Machine learning Algorithms that automatically learn with experience How can one learn from data and process evolving data in only one pass. Manu Awasthi⁺. , . Manjunath. . Shevgoor. ⁺, Kshitij Sudan⁺, Rajeev Balasubramonian⁺, . Bipin. . Rajendran. ‡. , . Viji. . Srinivasan. ‡. ⁺. University of Utah, . ‡. IBM Research. Quick Summary. Alex Fore, Simon . Yueh. , . Wenqing. Tang, Akiko Hayashi. Drift in Scatterometer Calibration. A very small drift in the scatterometer calibration can be observed over the first few months.. Magnitude of drift is order 0.1 dB. Manu Awasthi. ǂ. , Manjunath Shevgoor⁺, Kshitij Sudan⁺, Rajeev Balasubramonian⁺, Bipin Rajendran. ‡. , Viji Srinivasan. ‡. ǂ. Micron, . ⁺. University of Utah, . ‡. IBM Research. Executive Summary. Name all 7 continents. North America. South America. Africa. Antarctic. Australia. Europe. Asia. Pangaea. Pangaea is the name for the original super continent. Pan .  all. G. aea  Earth. The continents looked like they might fit together like puzzle pieces. October 19. th. 2016. Minal. . Nahin. and Carlos Larriba Andaluz. A . Kanomax. Project. 1. Introduction. Drift Tube requirements from . Kanomax. Design Concept for the Inverted Drift Tube. Modeling of Drift Tube. Can Strengthen Active Learning . and. . Raise Test Scores. Jodi Orm, MSN, RN, CNE. Nurse Educator. . Photo courtesy of © Lippincott Williams & Wilkins . Objectives . Define the meaning of active learning/purposeful learning. Manu Awasthi⁺. , . Manjunath. . Shevgoor. ⁺, Kshitij Sudan⁺, Rajeev Balasubramonian⁺, . Bipin. . Rajendran. ‡. , . Viji. . Srinivasan. ‡. ⁺. University of Utah, . ‡. IBM Research. Quick Summary. Lessons from Adopting an Adaptive Learning Platform Speakers Jeremy Anderson Deputy Chief of Academic Technology Heather Bushey Director of SOUL & FIPSE Project Manager Criss Guy Online Course Builder The change in allele frequencies in populations due to . chance. (not selection). . Can include the loss of alleles from the gene pool.. Genetic drift. The change in allele frequencies in populations due to . Mass Extinctions, & . Adaptive Radiations. The rise and fall of dominant groups. Continental Drift. The continents are part of great plates of the Earth’s crust that essentially float on the underlying portion of the mantle. &. . Energy efficiency Data Protocol and Portal (. EeDaPP. ). &. Energy efficient Mortgage Market Implementation Plan (. EeMMIP. ). In the EU 2. 7. there are… . Bring Energy Efficiency to the EU buildings stock: . J. Carmona. R. Gavaldà. UPC (Barcelona, Spain). 1. Outline. The Advent of Process Mining (PM). T. he challenge of Concept Drift (CD). Key ingredients. Online strategy for CD in PM. Experiments. Work in progress. (Irina Shreyber). 03/06/15. 1. MAD-X Meeting. General Hamiltonian. 03/06/15. 2. MAD-X Meeting. Hamiltonian’s equations of motion. For . a particle moving along an accelerator beam line with coordinates . Features of adaptive immunity:. Adaptive immunity is characterized by the following:. 1. Antigenic specificity: (. highly specific).. 2. Diversity : . ( each antigen there is specific T-cell and B-cell for it)..