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NIPS
2004
14 years 11 months ago
Online Bounds for Bayesian Algorithms
We present a competitive analysis of Bayesian learning algorithms in the online learning setting and show that many simple Bayesian algorithms (such as Gaussian linear regression ...
Sham M. Kakade, Andrew Y. Ng
JMLR
2012
13 years 6 days ago
Fast interior-point inference in high-dimensional sparse, penalized state-space models
We present an algorithm for fast posterior inference in penalized high-dimensional state-space models, suitable in the case where a few measurements are taken in each time step. W...
Eftychios A. Pnevmatikakis, Liam Paninski
71
Voted
CORR
2010
Springer
146views Education» more  CORR 2010»
14 years 6 months ago
NLHB : A Non-Linear Hopper Blum Protocol
The Hopper-Blum (HB) protocol, which uses noised linear parities of a shared key for authentication, has been proposed for light-weight applications such as RFID. Recently, algorit...
Mukundan Madhavan, Andrew Thangaraj, Yogesh Sankar...
WABI
2005
Springer
107views Bioinformatics» more  WABI 2005»
15 years 3 months ago
Linear Time Algorithm for Parsing RNA Secondary Structure
Abstract Baharak Rastegari and Anne Condon Department of Computer Science, University of British Columbia Abstract. Accurate prediction of pseudoknotted RNA secondary structure is ...
Baharak Rastegari, Anne Condon
CDC
2009
IEEE
115views Control Systems» more  CDC 2009»
15 years 2 months ago
An error bound for model reduction of Lur'e-type systems
— In general, existing model reduction techniques for stable nonlinear systems lack a guarantee on stability of the reduced-order model, as well as an error bound. In this paper,...
Bart Besselink, Nathan van de Wouw, Henk Nijmeijer