Max Ehrlich

I am a Ph.D. student in Computer Science at the University of Maryland and a research assistant in the Institute for Advanced Computer Studies. My adviser is Dr. Larry Davis. Before starting my Ph.D. I was a scientist at SRI International's Center for Vision Technologies. I received a B.S. in Computer Science from Rutgers University and an M.S. in Computer Science from Stevens Institute of Technology. My current research area is compressed methods for deep learning. This includes how to accelerate learning using compressed image representations, how to better use compressed data in the machine learning setting and control its accuracy penalty, and how to compress images/videos better using deep learning.

Contact

Contact me by email at

maxehr {at} umiacs.umd.edu
or drop by my office at IRB 3116.

Send regular mail to

Max Ehrlich
c/o Department of Computer Science
University of Maryland
Brendan Iribe Center for Computer Science and Engineering
8125 Paint Branch Drive
College Park, MD 20742
                

Current Projects

Papers

View my profile on Google Scholar

Open Source

I currently maintain a patch and automatic .deb build system for the Linux kernel with ACS Override capability. If you need to bypass IOMMU groups for whatever reason and you don't have native ACS (and you use Ubuntu Linux), then you might be interested in my packages.

Find more of my open source projects on Gitlab or Github

PGP

My PGP public key is published on the SKS key servers with fingerprint ending in a1e2 f0ef a4cd ebf4. Alternatively you can copy it from here.

  Show PGP Key
-----BEGIN PGP PUBLIC KEY BLOCK-----
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=US6E
-----END PGP PUBLIC KEY BLOCK-----