Title: "Quantization - Part I" Daniel Marco Center for the Mathematics of Information California Institute of Technology Abstract: I'll be discussing lossy data compression. Specifically, high-resolution vector quantization. In this first talk I will consider fixed-rate quantizers and so the main focus will be on their distortion. The goal will be to understand what determines the performance of such quantizers and ultimately obtain a formula that describes the best performance possible.