Tara Javidi
Professor
Electrical and Computer Engineering
Founding Co-Director
Center for Machine-Integrated Computing and Security
Other Center Affiliations
Research
Information Theory for Active Machine Learning
Adaptive Signal/Information Acquisition and Processing
Decentralized (Networked) Statistical and Reinforcement Learning
Optimization for Machine Integrated Computing and Communication
Wireless Communication Networks
Stochastic and Decentralized Control
Research
My research area involves stochastic analysis, design, and control of information collection, processing, and transfer in modern networked systems. This covers broad theoretical questions as well as practical implementation of various solutions. In my research group, we often prove theorems but we also build and test our theoretical findings when possible (graduate applicants, please refer to this link!). In particular, the work can be broadly broken into the following areas:
1. Information Acquisition-Utilization and Controlled Sensing,
2. Stochastic Control and Optimization of Networks, and
3. Communicating with Application-specific Constraints.
News
UV-C Drone project in the Evening News! Our DetecDrone Project has joined forces with Prof F. Raissi, Associate Professor of Medicine at UCSD to investigate the use of drones for infection prevention. See more
Shekhar's ISIT2020 paper, "Active Learning for Classification with Abstention," has been shortlisted as one of six finalists for the Jack Keil Wolf ISIT Student Paper Award. Congratulations, Shekhar!
Our work on "Adaptive Sampling for Estimating Probability Distributions" has been accepted for publication at ICML 2020. Congratulations, Shekhar!
Tara Javidi is elected as the incoming Vice Chair (Chair Designate) of the San Diego Division of the Academic Senate.
Contact
Tara Javidi, Ph.D., Professor, Electrical and Computer Engineering
email: tjavidi@ucsd.edu
Phone: (858) 822-4924
Fax: (858) 534-2486
6405 Jacobs Hall
4306 Atkinson Hall
UC San Diego, MC 0407
9500 Gilman Dr
La Jolla, CA 92093-0407
On recent events in the Information Theory Community, click here.
On my recent resignation from the editorial board of FnT CiT, click here.
Women in Information Theory Society Production
Congratulations to newly graduated Drs Chang-Heng Wang, SungEn Chiu, and Yongxi Lu!
