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CMPSCI 691ST: S-Systems
3.00 Credits
University of Massachusetts Amherst
This class is an in-depth introduction to systems, focusing on principles of system design that cross-cut numerous systems artifacts, including operating systems, databases, runtime systems, and architecture. We will cover all levels of the "system stack", from chips to distributed systems. This course may be used to satisfy systems core requirements.
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CMPSCI 691ST - S-Systems
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CMPSCI 701: Advanced Topics Computer Sci
6.00 Credits
University of Massachusetts Amherst
Advanced Topics in Computer Science Master's Project: Advanced research project in Computer Science.
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CMPSCI 701 - Advanced Topics Computer Sci
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CMPSCI 791GC: S-Graph Canonization
3.00 Credits
University of Massachusetts Amherst
University of Massachusetts Amherst has not provided a description for this course
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CMPSCI 791GC - S-Graph Canonization
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CMPSCI 791SU: S-MachLrng/ShapeUnderstanding
3.00 Credits
University of Massachusetts Amherst
The emergence of modern geometry acquisition devices, such as the Kinect, and the appearance of large-scale shape repositories, such as the Google Warehouse, are revolutionizing computer graphics, making three-dimensional content ubiquitous. The need for algorithms that understand and intelligently process 3D shapes is thus greater than ever. This seminar will provide a state-of-the-art overview of the field with particular emphasis on machine learning applications to shape understanding. The seminar will cover topics such as extraction of 3D geometric descriptors and symmetries from shapes, probabilistic models for shape segmentation, retrieval, and reconstruction, 3D template fitting, discovery of structural and contextual relationships of shapes in scenes, generative models of shapes, and applications to 3D modeling. Students read, present and critique state-of-the-art research papers on the above topics and learn how machine learning can be used for 3D shape analysis and synthesis. Familiarity with probability, statistics, and linear algebra is required. Experience with vision, graphics, or machine learning useful but not required.
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CMPSCI 791SU - S-MachLrng/ShapeUnderstanding
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CMPSCI 791TS: S-Machine Learning&Time Series
3.00 Credits
University of Massachusetts Amherst
This seminar will focus on models and algorithms for supervised and unsupervised machine learning with time series. Topics will include discrete and continuous time models from machine learning, statistics and econometrics. We will investigate a variety of time series problems including prediction, detection, clustering, and similarity search. Coursework for the one credit option will include paper presentations and quizzes. Students in the three credit option will also complete a course project.
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CMPSCI 791TS - S-Machine Learning&Time Series
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CMPSCI 891M: S-Theory of Computation
1.00 Credits
University of Massachusetts Amherst
The theory seminar is a weekly meeting in which topics of interest in the theory of computation - broadly construed - are presented. This is sometimes new research by visitors or local people. It is sometimes work in progress, and it is sometimes recent material of others that some of us present in order to learn and share. This is a one-credit seminar which may be taken repeatedly for credit. May be repeated for credit up to six times.
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CMPSCI 891M - S-Theory of Computation
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CMPSCI H377: Honors Colloq CMPSCI 377
1.00 Credits
University of Massachusetts Amherst
University of Massachusetts Amherst has not provided a description for this course
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CMPSCI H377 - Honors Colloq CMPSCI 377
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CMPSCI H383: Honors Colloq CMPSCI 383
1.00 Credits
University of Massachusetts Amherst
University of Massachusetts Amherst has not provided a description for this course
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CMPSCI H383 - Honors Colloq CMPSCI 383
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CMPSCI H391IB: Honors Colloq CMPSCI 391IB
1.00 Credits
University of Massachusetts Amherst
University of Massachusetts Amherst has not provided a description for this course
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CMPSCI H391IB - Honors Colloq CMPSCI 391IB
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CMPSCI H401: Honors Colloq CMPSCI 401
1.00 Credits
University of Massachusetts Amherst
University of Massachusetts Amherst has not provided a description for this course
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CMPSCI H401 - Honors Colloq CMPSCI 401
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