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IROS
2008
IEEE
250views Robotics» more  IROS 2008»
15 years 4 months ago
Centroidal Momentum Matrix of a humanoid robot: Structure and properties
— The centroidal momentum of a humanoid robot is the sum of the individual link momenta, after projecting each to the robot’s Center of Mass (CoM). Centroidal momentum is a lin...
David E. Orin, Ambarish Goswami
66
Voted
ICRA
2007
IEEE
126views Robotics» more  ICRA 2007»
15 years 4 months ago
Incremental Spectral Clustering and Its Application To Topological Mapping
Abstract— This paper presents a novel use of spectral clustering algorithms to support cases where the entries in the affinity matrix are costly to compute. The method is increm...
Christoffer Valgren, Tom Duckett, Achim J. Lilient...
103
Voted
ICML
2010
IEEE
14 years 8 months ago
Implicit Regularization in Variational Bayesian Matrix Factorization
Matrix factorization into the product of lowrank matrices induces non-identifiability, i.e., the mapping between the target matrix and factorized matrices is not one-to-one. In th...
Shinichi Nakajima, Masashi Sugiyama
95
Voted
PAKDD
2009
ACM
157views Data Mining» more  PAKDD 2009»
15 years 2 months ago
Analysis of Variational Bayesian Matrix Factorization
Abstract. Recently, the variational Bayesian approximation was applied to probabilistic matrix factorization and shown to perform very well in experiments. However, its good perfor...
Shinichi Nakajima, Masashi Sugiyama
NIME
2005
Springer
274views Music» more  NIME 2005»
15 years 3 months ago
MnM: a Max/MSP mapping toolbox
In this report, we describe our development on the Max/MSP toolbox MnM dedicated to mapping between gesture and sound, and more generally to statistical and machine learning metho...
Frédéric Bevilacqua, Remy Muller, No...