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» The Localization Hypothesis and Machines
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120
Voted
ICML
2009
IEEE
16 years 1 months ago
Herding dynamical weights to learn
A new "herding" algorithm is proposed which directly converts observed moments into a sequence of pseudo-samples. The pseudosamples respect the moment constraints and ma...
Max Welling
ICML
2005
IEEE
16 years 1 months ago
Tempering for Bayesian C&RT
This paper concerns the experimental assessment of tempering as a technique for improving Bayesian inference for C&RT models. Full Bayesian inference requires the computation ...
Nicos Angelopoulos, James Cussens
87
Voted
ICML
2004
IEEE
16 years 1 months ago
A spatio-temporal extension to Isomap nonlinear dimension reduction
We present an extension of Isomap nonlinear dimension reduction (Tenenbaum et al., 2000) for data with both spatial and temporal relationships. Our method, ST-Isomap, augments the...
Odest Chadwicke Jenkins, Maja J. Mataric
97
Voted
ICCS
2004
Springer
15 years 6 months ago
Hierarchical Matrix-Matrix Multiplication Based on Multiprocessor Tasks
We consider the realization of matrix-matrix multiplication and propose a hierarchical algorithm implemented in a task-parallel way using multiprocessor tasks on distributed memory...
Sascha Hunold, Thomas Rauber, Gudula Rünger
ICCS
2001
Springer
15 years 5 months ago
Capacity and Capability Computing Using Legion
Computational Scientists often cannot easily access the large amounts of resources their applications require. Legion is a collection of software services that facilitate the secur...
Anand Natrajan, Marty Humphrey, Andrew S. Grimshaw