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COLT
2006
Springer
15 years 10 months ago
Online Multitask Learning
We study the problem of online learning of multiple tasks in parallel. On each online round, the algorithm receives an instance and makes a prediction for each one of the parallel ...
Ofer Dekel, Philip M. Long, Yoram Singer
CDC
2010
IEEE
154views Control Systems» more  CDC 2010»
15 years 1 months ago
A lower bound for controlled Lagrangian particle tracking error
Abstract-- Autonomous underwater vehicles are flexible mobile platforms for ocean sampling and surveillance missions. However, navigation of these vehicles in unstructured, highly ...
Klementyna Szwaykowska, Fumin Zhang
KDD
2004
ACM
164views Data Mining» more  KDD 2004»
16 years 7 months ago
Cluster-based concept invention for statistical relational learning
We use clustering to derive new relations which augment database schema used in automatic generation of predictive features in statistical relational learning. Clustering improves...
Alexandrin Popescul, Lyle H. Ungar
ICASSP
2008
IEEE
16 years 1 months ago
Efficient calculation of adaptive interpolation filter with distortion modelling
A novel method is proposed to calculate the coefficients of adaptive interpolation filter used in hybrid video coders for improving the coding efficiency. The proposed algorithm f...
Kemal Ugur, Dmytro Rusanovskyy, Moncef Gabbouj
188
Voted
CSB
2005
IEEE
192views Bioinformatics» more  CSB 2005»
16 years 9 days ago
RNAMute: RNA Secondary Structure Mutation Analysis Tool
RNAMute is an interactive web tool written in Java that calculates the secondary structure of all single point mutations, given an RNA sequence, and organizes them into categories...
Alexander Churkin, Ornit Elgad, Oshrat Petgho, Dan...