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IJCAI
2007
13 years 9 months ago
Collapsed Variational Dirichlet Process Mixture Models
Nonparametric Bayesian mixture models, in particular Dirichlet process (DP) mixture models, have shown great promise for density estimation and data clustering. Given the size of ...
Kenichi Kurihara, Max Welling, Yee Whye Teh
RTSS
2006
IEEE
14 years 1 months ago
Distributed Real-Time Detection and Tracking of Homogeneous Regions in Sensor Networks
In many applications we can deploy large number of sensors spanning wide geographical areas, to monitor environmental phenomena. The analysis of the data collected by such sensor ...
Sharmila Subramaniam, Vana Kalogeraki, Themis Palp...
VLSID
1993
IEEE
133views VLSI» more  VLSID 1993»
13 years 11 months ago
An Area-Efficient Systolic Architecture for Real-Time VLSI Finite Impulse Response Filters
An area-eficzent systolic architecture for realtime, programmable-coeBcient jinite impulse response (FIR)filters is presented. A technique called pipelined clustering is introduce...
V. Visvanathan, Nibedita Mohanty, S. Ramanathan
APPROX
2006
Springer
179views Algorithms» more  APPROX 2006»
13 years 11 months ago
Adaptive Sampling and Fast Low-Rank Matrix Approximation
We prove that any real matrix A contains a subset of at most 4k/ + 2k log(k + 1) rows whose span "contains" a matrix of rank at most k with error only (1 + ) times the er...
Amit Deshpande, Santosh Vempala
CORR
2006
Springer
81views Education» more  CORR 2006»
13 years 7 months ago
Universal Filtering via Hidden Markov Modeling
The problem of discrete universal filtering, in which the components of a discrete signal emitted by an unknown source and corrupted by a known discrete memoryless channel (DMC) ar...
Taesup Moon, Tsachy Weissman