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National Labs Brown Bag Seminar Series: Dr. Travis Bauer

March 19 @ 12:00 pm - 1:00 pm CDT

| Free

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Hosted by the National Security Collaboration Center

Faculty and students are invited to attend the Brown Bag Seminar series to listen to leading researchers from National Laboratories discuss their research in the Data Analysis, Artificial Intelligence/Machine Learning, and Cyber Security. You are welcome to bring your lunch and listen to this noon-time seminar series. It is also a great opportunity for faculty to investigate possible collaboration with National Labs investigators.

Dr. Travis Bauer
Sandia National Laboratory

Student Seminar: March 18th 6:00pm to 7:00pm (NPV 4.120V) pizza served
Open Seminar: March 19th noon-1:00pm (NPV 4.120V) cookies served

Compression analytics for data science
Research Area: Machine intelligence

Abstract: Most machine learning algorithms require extensive and carefully thought out feature engineering or parameterization that requires significant expertise in the underlying data.  This can be problematic especially when working with new or complex data. Compression analytics is a niche area in data science that provides surprisingly good performance across a wide range of problems with little or no feature engineering.  We’ll review the background to develop an intuitive understanding of why and how compression analytics should work.  We will then discuss a variety of applications spaces where we’ve applied it.  Finally we will discuss open research problems and where we might advance the state of the art.

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Details

Date:
March 19
Time:
12:00 pm - 1:00 pm
Cost:
Free

Venue

NPB 4.120V
1 UTSA Circle
San Antonio, TX 78217 United States
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