74 citations · 200 across the 35 of their papers we have counts for
4 papers · 2 filters
On the Impact of a Single Edge on the Network Coding Capacity
Shirin Jalali, Michelle Effros, Tracey Ho
In this paper, we study the effect of a single link on the capacity of a network of error-free bit pipes. More precisely, we study the change in network capacity that results when…
Rate-Distortion Dimension of Stochastic Processes
Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip +1
The rate-distortion dimension (RDD) of an analog stationary process is studied as a measure of complexity that captures the amount of information contained in the process. It is sh…
New approach to Bayesian high-dimensional linear regression
Shirin Jalali, Arian Maleki
Consider the problem of estimating parameters , generated by a stationary process, from response variables , under the assumption that th…
Compression-Based Compressed Sensing
Farideh Ebrahim Rezagah, Shirin Jalali, Elza Erkip +1
Modern compression algorithms exploit complex structures that are present in signals to describe them very efficiently. On the other hand, the field of compressed sensing is built…