952

Joaquin Quiñonero Candela

539

Jean-François Cardoso

The course provides an introduction to independent component analysis and source separation. We start from simple statistical principles; examine connections to information theory and to sparse ...

411

Christophe Andrieu

The course provides an introduction to independent component analysis and source separation. We start from simple statistical principles; examine connections to information theory and to sparse ...

178

Rioe Kliper

We consider the problem of learning a similarity function from a set of positive equivalence constraints, i.e. "similar" point pairs. We define the similarity in information theoretic terms, as the ...

953

Brian Kulis

In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative entropy between two ...

9

Cryptography and Network Security by Prof. D. Mukhopadhyay, Department of Computer Science and Engineering, IIT Kharagpur. For more details on NPTEL visit nptel.iitm.ac.in

About the video: The research of J. Rockey Luo focuses on obtaining a fundamental understanding of communication networks. His projects are quite diverse. His study on ad hoc networks has direct ...

Christophe Andrieu

The course provides an introduction to independent component analysis and source separation. We start from simple statistical principles; examine connections to information theory and to sparse ...