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ICML
2008
IEEE
16 years 6 months ago
Structure compilation: trading structure for features
Structured models often achieve excellent performance but can be slow at test time. We investigate structure compilation, where we replace structure with features, which are often...
Dan Klein, Hal Daumé III, Percy Liang
ICML
2005
IEEE
16 years 6 months ago
Preference learning with Gaussian processes
In this paper, we propose a probabilistic kernel approach to preference learning based on Gaussian processes. A new likelihood function is proposed to capture the preference relat...
Wei Chu, Zoubin Ghahramani
CHI
2004
ACM
16 years 5 months ago
Forecasting presence and availability
We present methods employed in COORDINATE, a prototype service that supports collaboration and communication by learning predictive models that provide forecasts of users' pr...
Joe Tullio, James Begole, Eric Horvitz, Elizabeth ...
RECOMB
2008
Springer
16 years 5 months ago
A Bayesian Approach to Protein Inference Problem in Shotgun Proteomics
The protein inference problem represents a major challenge in shotgun proteomics. Here we describe a novel Bayesian approach to address this challenge that incorporates the predict...
Yong Fuga Li, Randy J. Arnold, Yixue Li, Predrag R...
ICCAD
2004
IEEE
97views Hardware» more  ICCAD 2004»
16 years 2 months ago
Statistical design and optimization of SRAM cell for yield enhancement
In this paper, we have analyzed ond modeled the fiilure probabilities ofSRAM cells due to process parameter variations. A method to predict the yield of a memoiy chip based on the...
Saibal Mukhopadhyay, Hamid Mahmoodi-Meimand, Kaush...