My research interests span a relatively wide area, ranging from Signal Processing to Matrix Analysis, and from Algorithms to Numerical Optimization. In my work, the main focus is on deriving adaptive algorithms for efficient representations of natural signals (e.g., images, speech sound), and on investigating their theoretical properties (such as computational complexity and accuracy).