Abstract. The trace quotient problem arises in many applications in pattern classification and computer vision, e.g., manifold learning, low-dimension embedding, etc. The task is ...
Collaborative learning, which a large number of scholars have been experimenting with since Dewey wrote about it in 1924, has known a new interest with the spreading of the Intern...
Abstract. In this paper, we explore the feature of sharing partial results of multiple queries to reduce the total number of messages incurred. Those queries sharing their partial ...
— A procedure for synthesizing multiple-input translinear element (MITE) networks that implement a given system of translinear–loop equations (STLE) is presented. The minimum n...
Shyam Subramanian, David V. Anderson, Paul E. Hasl...
Previous algorithms for learning lexicographic preference models (LPMs) produce a "best guess" LPM that is consistent with the observations. Our approach is more democra...
Fusun Yaman, Thomas J. Walsh, Michael L. Littman, ...