alt="New MIT research provides a theoretical proof for a phenomenon observed in practice: that encoding symmetries in the machine learning model helps the model learn with fewer data (Credits: Alex Shipps/MIT CSAIL)."
CSAIL article
How symmetry can come to the aid of machine learning

Behrooz Tahmasebi — an MIT PhD student in the Department of Electrical Engineering and Computer Science (EECS) and an affiliate of the Computer Science and Artificial Intelligence Laboratory (CSAIL) — was taking a mathematics course on differential equations in late 2021 when a glimmer of inspiration struck.

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CSAIL article
New book outlines how CSAIL is "Computing The Future"

For more than 60 years, MIT has been an undisputed pioneer in developing computing technologies that have transformed the world. The Institute’s largest research lab, the Computer Science and Artificial Intelligence Laboratory (CSAIL), has had a hand in everything from time-sharing and computer graphics to data encryption and early versions of the Internet. 

ABM
Category
Big Data
Language
Python
Project Lead
Manya Ghobadi

Active Buffer Management in Datacenters.

Last Updated
CaBLASTP
Category
Big Data
Language
Go
Project Lead
Bonnie Berger

CaBLASTP is a family of programs for performing compressively-accelerated protein sequence searches based on the BLASTP family of tools (including PSI-BLAST and DELTA-BLAST), as well as a compression tool (cablastp-compress) for creating searchable, compressed databases based on an input FASTA file.

GNU GPL License
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