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EM
2010
202views Management» more  EM 2010»
15 years 11 days ago
Modular Forms on Noncongruence Subgroups and Atkin-Swinnerton-Dyer Relations
We give an example of a noncongruence subgroup Γ ⊂ SL(2, Z) whose space of weight 3 cusp forms S3(Γ) admits a basis satisfying the Atkin-Swinnerton-Dyer congruence relations wi...
Liqun Fang, J. William Hoffman, Benjamin Linowitz,...
JMLR
2010
136views more  JMLR 2010»
14 years 8 months ago
Approximate Riemannian Conjugate Gradient Learning for Fixed-Form Variational Bayes
Variational Bayesian (VB) methods are typically only applied to models in the conjugate-exponential family using the variational Bayesian expectation maximisation (VB EM) algorith...
Antti Honkela, Tapani Raiko, Mikael Kuusela, Matti...
98
Voted
ICML
2010
IEEE
15 years 2 months ago
Learning the Linear Dynamical System with ASOS
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...
James Martens
EM
2010
121views Management» more  EM 2010»
15 years 1 months ago
Self-Intersection Numbers of Curves on the Punctured Torus
On the punctured torus the number of essential self-intersections of a homotopy class of closed curves is bounded (sharply) by a quadratic function of its combinatorial length (th...
Moira Chas, Anthony Phillips
138
Voted
WABI
2010
Springer
177views Bioinformatics» more  WABI 2010»
15 years 5 days ago
Estimation of Alternative Splicing isoform Frequencies from RNA-Seq Data
In this paper we present a novel expectation-maximization algorithm for inference of alternative splicing isoform frequencies from high-throughput transcriptome sequencing (RNA-Seq...
Marius Nicolae, Serghei Mangul, Ion I. Mandoiu, Al...