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CVPR
2005
IEEE
16 years 7 months ago
Damped Newton Algorithms for Matrix Factorization with Missing Data
The problem of low-rank matrix factorization in the presence of missing data has seen significant attention in recent computer vision research. The approach that dominates the lit...
A. M. Buchanan, Andrew W. Fitzgibbon
126
Voted
DATE
1999
IEEE
123views Hardware» more  DATE 1999»
15 years 9 months ago
An Algorithm for Face-Constrained Encoding of Symbols Using Minimum Code Length
Different logic synthesis tasks have been formulated as input encoding problems but restricted to use a minimum number of binary variables. This paper presents an original column ...
Manuel Martínez, Maria J. Avedillo, Jos&eac...
ICCAD
1996
IEEE
80views Hardware» more  ICCAD 1996»
15 years 9 months ago
Generalized constraint generation in the presence of non-deterministic parasitics
In a constraint-drivenlayout synthesisenvironment,parasitic constraints are generated and implemented in each phase of the design process to meet a given set of performance specif...
Edoardo Charbon, Paolo Miliozzi, Enrico Malavasi, ...
NIPS
2003
15 years 6 months ago
Kernel Dimensionality Reduction for Supervised Learning
We propose a novel method of dimensionality reduction for supervised learning. Given a regression or classification problem in which we wish to predict a variable Y from an expla...
Kenji Fukumizu, Francis R. Bach, Michael I. Jordan
AAAI
1997
15 years 6 months ago
Effective Redundant Constraints for Online Scheduling
The use of heuristics as a means to improve constraint solver performance has been researched widely. However, most work has been on problem-independentheuristics (e.g., variable ...
Lise Getoor, Greger Ottosson, Markus P. J. Fromher...