Ajit Paul Singh

Near-optimal sensor placements in Gaussian processes

Andreas Krause, Carlos Guestrin, Ajit Paul Singh, 2005, ICML.

Relational learning via collective matrix factorization

Geoffrey J. Gordon, Ajit Paul Singh, A. P. Singh, 2008, KDD.

A Unified View of Matrix Factorization Models

Geoffrey J. Gordon, Ajit Paul Singh, A. P. Singh, 2008, ECML/PKDD.

A Bayesian Matrix Factorization Model for Relational Data pdf

Geoffrey J. Gordon, Ajit Paul Singh, A. P. Singh, 2010, UAI.

Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies

Andreas Krause, Carlos Guestrin, Ajit Paul Singh, 2008, J. Mach. Learn. Res..