Search Results for author: Sam Roweis

Found 3 papers, 3 papers with code

Collaborative Filtering and the Missing at Random Assumption

1 code implementation20 Jun 2012 Benjamin Marlin, Richard S. Zemel, Sam Roweis, Malcolm Slaney

Rating prediction is an important application, and a popular research topic in collaborative filtering.

Collaborative Filtering

Astrometry.net: Blind astrometric calibration of arbitrary astronomical images

3 code implementations12 Oct 2009 Dustin Lang, David W. Hogg, Keir Mierle, Michael Blanton, Sam Roweis

We have built a reliable and robust system that takes as input an astronomical image, and returns as output the pointing, scale, and orientation of that image (the astrometric calibration or WCS information).

Instrumentation and Methods for Astrophysics

Stochastic Neighbor Embedding

1 code implementation NeurIPS 2002 Geoffrey E. Hinton, Sam Roweis

We describe a probabilistic approach to the task of placing objects, de- scribed by high-dimensional vectors or by pairwise dissimilarities, in a low-dimensional space in a way that preserves neighbor identities.

Dimensionality Reduction Object

Cannot find the paper you are looking for? You can Submit a new open access paper.