Tara Javidi


Professor

Electrical and Computer Engineering

Founding Co-Director

Center for Machine-Integrated Computing and Security


Other Center Affiliations

CWC, ITA, HDSI, CNS, CALIT2

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.

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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.

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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!