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90
Voted
VTS
2003
IEEE
15 years 6 months ago
2003
IEEE
— In this paper, we study the problem of delay defect diagnosis based on statistical timing models. We propose a diagnosis algorithm that can effectively utilize statistical timi...
125
Voted
ACL
1997
15 years 2 months ago
1997
In this paper we first propose a new statistical parsing model, which is a generative model of lexicalised context-free grammar. We then extend the model to include a probabilisti...
151
Voted
ASPLOS
1994
ACM
15 years 5 months ago
1994
ACM
In the past decade, processor speed has become significantly faster than memory speed. Small, fast cache memories are designed to overcome this discrepancy, but they are only effe...
EMO
2001
Springer
15 years 5 months ago
2001
Springer
Abstract The performance of stochastic optimisers can be assessed experimentally on given problems by performing multiple optimisation runs, and analysing the results. Since an opt...
139
Voted
JMLR
2010
14 years 8 months ago
2010
We describe a novel inference algorithm for sparse Bayesian PCA with a zero-norm prior on the model parameters. Bayesian inference is very challenging in probabilistic models of t...