EE Systems Seminar: Water Pouring solutions for log loss rate distortion| Nitzan Katz
סמינר זה יחשב כסמינר שמיעה לתלמידי תואר שני
Electrical Engineering Systems Seminar
Speaker: Nitzan Katz
M.Sc. student under the supervision of Prof. Meir Feder
Wednesday, 20th December 2023, at 15:00
Room 011, Kitot Building, Faculty of Engineering
Water Pouring solutions for log loss rate distortion
Abstract
We analyze solutions to the rate distortion problem under the log-loss distortion measure. We generalize the water pouring solution procedure, used in the Gaussian rate distortion problem under the MSE measure. These water pouring solutions utilize a diagonalizing transformation, similar to the PCA transformation in the Gaussian-MSE case. We discuss the continuous case under log-loss, where we find optimization criteria for water pouring solutions, based on entropy power. We also show an approximate water pouring solution for the discrete case, and apply it for a common real life distribution: Zipf law.
השתתפות בסמינר תיתן קרדיט שמיעה = עפ"י רישום שם מלא + מספר ת.ז. בדף הנוכחות שיועבר באולם במהלך הסמינר
