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MLlib: Scalable Machine Learning on Spark
MLlib: Scalable Machine Learning on Spark. Xiangrui Meng. 1. Collaborators: Ameet Talwalkar, Evan Sparks, Virginia Smith, Xinghao. Pan, Shivaram ...
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Scalable machine learning for massive datasets: Fast summation
Scalable machine learning for massive datasets: Fast summation algorithms. VIKAS CHANDRAKANT RAYKAR, University of Maryland, CollegePark.
[ raykar_research_statement.pdf - Read/Download File

A Scalable Machine Learning Approach to Go - NIPS Proceedings
A Scalable Machine Learning Approach to Go. Lin Wu and Pierre Baldi. School of Information and Computer Sciences. University of California, Irvine. Irvine, CA  ...
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ECS289: Scalable Machine Learning - UC Davis
Sep 24, 2015 ... Course Structure: Pick some important machine learning problems. (classification , regression, recommender system, . . . ) Introduce the model.
[ lecture1.pdf - Read/Download File

Scalable Machine Learning Approaches for Neighborhood
Scalable Machine Learning Approaches for Neighborhood. Classification Using Very High Resolution Remote Sensing. Imagery. ∗. Manu Sethi. Department of ...
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Scalable Machine Learning Methods for Massive Biomedical Data
Scalable Machine Learning Methods for. Massive Biomedical Data Analysis by. Takanori Watanabe. A dissertation submitted in partial fulfillment.
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Factorizing YAGO - DBS
Apr 16, 2012 ... Scalable Machine Learning for Linked Data. Maximilian Nickel. Ludwig- Maximilians University. Munich. Oettingenstr. 67. Munich, Germany.
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ADMM based Scalable Machine Learning on Spark
compare it with the widely used Machine Learning LIBrary. (MLLIB) in Apache Spark 1.3. Keywords-Distributed Optimization; ADMM; Spark; ML-. LIB;.
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Machine Learning at the Limit
end-to-end design of machine learning algorithms which minimize memory usage to ... Keywords: Scalable Machine Learning, Big Data, Distributed. Systems.
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A Scalable Machine-Learning Approach for Semi - Conferences
A Scalable Machine-Learning Approach for. Semi-Structured Named Entity Recognition. Utku Irmak. Yahoo! Labs. 4401 Great America Parkway. Santa Clara ...
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Scalable Machine Learning - Alex Smola
Why this stuff ? • Can machine learning work ? • Yes, otherwise: • No Google. • No spam-filters. • No face detectors. • No 701 midterm. • I'd be living my life ...
[ R7-tailbounds.pdf - Read/Download File

Scalable Machine Learning using Big Data SQL Hadoop - Oracle
All rights reserved. |. Scalable Machine Learning using Big Data SQL,. Hadoop and Spark. Advanced Analytics at Scale. BIWA Summit 2016. Marcos Arancibia.
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SCALABILITY OF MACHINE LEARNING ALGORITHMS
SCALABILITY OF MACHINE. LEARNING ALGORITHMS. A thesis submitted to the University of Manchester for the degree of Master of Science in the Faculty of  ...
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A Database-Hadoop Hybrid Approach to Scalable Machine Learning
training speed compared with state-of-the-art scalable machine learning ... scalable machine learning frameworks, Vowpal Wabbit [6] and Bismarck [7], for a  ...
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Hivemall: Hive scalable machine learning library - Makoto YUI
Hivemall: Hive scalable machine learning library. Makoto YUI ∗and Isao Kojima. Information Technology Research Institute,. National Institute of Advanced ...
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1 Scalability: Machine Learning for Large-Scale - Sameer Singh
How can I make it easy for users to design and train scalable machine learning algorithms that accurately extract structured information from large collections of ...
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Scaling Distributed Machine Learning with the Parameter Server
To demonstrate the scalability of the proposed frame- work, we show experimental ... requisite for solving large scale machine learning prob- lems. At scale, no ...
[ parameter_server_osdi14.pdf - Read/Download File

Scalable Training of L1-Regularized Log-Linear Models - The
Scalable Training of L1-Regularized Log-Linear Models ... in a variety of forms in machine learning. ... and theoretically to be capable of learning good mod-.
[ 449.pdf - Read/Download File

slides - Knime
Mar 1, 2016 ... Machine Learning @ Amazon. • Forecasting. • Content Linkage. • Scalable Machine Learning Services. • Visual Services. • KNIME @ Amazon.
[ HerbrichRalf_Amazon_FINAL.pdf - Read/Download File

Machine Learning for Data-Driven Discovery - nersc
Scalable Machine Learning. – Recent Advances and Trends. • State of the Practice. – Philosophy, Engineering, Process, Paradigms. • Are we there yet ? – If yes ...
[ M04-Machine-Learning-at-Scale-v3.pdf - Read/Download File

scalable machine learning algorithms in parallel database systems
SCALABLE MACHINE LEARNING ALGORITHMS IN. PARALLEL DATABASE SYSTEMS EXPLOITING A. DATA SUMMARIZATION MATRIX. An Abstract of a ...
[ master-thesis.pdf - Read/Download File

Mahout: A Scalable Machine Learning and Data Mining library
Mahout: A Scalable Machine Learning and Data. Mining library. Jeff Avery. Dependable Computing Systems Lab (DCSL). Purdue University. Slide 2. Outline .
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Skytree, Inc. [email protected]
Scalable Machine. Learning for Massive. Astronomical Datasets. Nicholas M. Ball . Data Scientist (and former astronomy postdoc). Skytree,[email protected] ...
[ 304.02_Ball.pdf - Read/Download File

A Library for Online Learning Algorithms - Journal of Machine
Journal of Machine Learning Research 15 (2014) 495-499. Submitted ... family of efficient and scalable state-of-the-art online learning algorithms for large-scale.
[ hoi14a.pdf - Read/Download File

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