Sciweavers

351 search results - page 1 / 71
» Convergent algorithms for collaborative filtering
Sort
View
SIGECOM
2003
ACM
97views ECommerce» more  SIGECOM 2003»
13 years 10 months ago
Convergent algorithms for collaborative filtering
Jon M. Kleinberg, Mark Sandler
STOC
2004
ACM
145views Algorithms» more  STOC 2004»
14 years 5 months ago
Using mixture models for collaborative filtering
A collaborative filtering system at an e-commerce site or similar service uses data about aggregate user behavior to make recommendations tailored to specific user interests. We d...
Jon M. Kleinberg, Mark Sandler
CIKM
2004
Springer
13 years 10 months ago
Unified filtering by combining collaborative filtering and content-based filtering via mixture model and exponential model
Collaborative filtering and content-based filtering are two types of information filtering techniques. Combining these two techniques can improve the recommendation effectiveness....
Luo Si, Rong Jin
TSP
2008
129views more  TSP 2008»
13 years 3 months ago
A Basic Convergence Result for Particle Filtering
The basic nonlinear filtering problem for dynamical systems is considered. Approximating the optimal filter estimate by particle filter methods has become perhaps the most common a...
Xiao-Li Hu, Thomas B. Schön, Lennart Ljung
SIAMJO
2000
76views more  SIAMJO 2000»
13 years 4 months ago
Superlinear Convergence and Implicit Filtering
In this note we show how the implicit filtering algorithm can be coupled with the BFGS quasi-Newton update to obtain a superlinearly convergent iteration if the noise in the object...
T. D. Choi, C. T. Kelley