138 citations · 1.5k across the 136 of their papers we have counts for
4 papers · 2 filters
Moderate-Deviations of Lossy Source Coding for Discrete and Gaussian Sources
Vincent Y. F. Tan
We study the moderate-deviations (MD) setting for lossy source coding of stationary memoryless sources. More specifically, we derive fundamental compression limits of source codes…
Canonical Estimation in a Rare-Events Regime
Mesrob I. Ohannessian, Vincent Y. F. Tan, Munther A. Dahleh
We propose a general methodology for performing statistical inference within a `rare-events regime' that was recently suggested by Wagner, Viswanath and Kulkarni. Our approach allo…
The Sender-Excited Secret Key Agreement Model: Capacity, Reliability and Secrecy Exponents
Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper
We consider the secret key generation problem when sources are randomly excited by the sender and there is a noiseless public discussion channel. Our setting is thus similar to rec…
Rank Minimization over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations
Vincent Y. F. Tan, Laura Balzano, Stark C. Draper
This paper establishes information-theoretic limits in estimating a finite field low-rank matrix given random linear measurements of it. These linear measurements are obtained by t…