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ICA
2007
Springer
15 years 6 months ago
Robust Independent Component Analysis Using Quadratic Negentropy
We present a robust algorithm for independent component analysis that uses the sum of marginal quadratic negentropies as a dependence measure. It can handle arbitrary source densit...
Jaehyung Lee, Taesu Kim, Soo-Young Lee
90
Voted
ICN
2005
Springer
15 years 6 months ago
Stable Accurate Rapid Bandwidth Estimate for Improving TCP over Wireless Networks
Abstract. This paper presents a stable accurate rapid bandwidth estimate (SARBE) algorithm to improve TCP performance over wireless networks. The proposed algorithm estimates the b...
Le Tuan Anh, Choong Seon Hong
RT
2005
Springer
15 years 6 months ago
Real-Time Multiple Scattering in Participating Media with Illumination Networks
This paper proposes a real-time method to compute multiple scattering in non-homogeneous participating media having general phase functions. The volume represented by a particle s...
László Szirmay-Kalos, Mateu Sbert, T...
102
Voted
TACAS
2005
Springer
98views Algorithms» more  TACAS 2005»
15 years 6 months ago
Monte Carlo Model Checking
We present MC2 , what we believe to be the first randomized, Monte Carlo algorithm for temporal-logic model checking, the classical problem of deciding whether or not a property s...
Radu Grosu, Scott A. Smolka
118
Voted
CDC
2009
IEEE
147views Control Systems» more  CDC 2009»
15 years 5 months ago
A simulation-based method for aggregating Markov chains
— This paper addresses model reduction for a Markov chain on a large state space. A simulation-based framework is introduced to perform state aggregation of the Markov chain base...
Kun Deng, Prashant G. Mehta, Sean P. Meyn