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» Improving the Performance of the RISE Algorithm
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124
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SAC
2003
ACM
15 years 9 months ago
Are Multiagent Algorithms Relevant for Real Hardware? A Case Study of Distributed Constraint Algorithms
Researchers building multi-agent algorithms typically work with abstracted away from real applications. The abstracted problem instances allow systematic and detailed investigatio...
Paul Scerri, Pragnesh Jay Modi, Wei-Min Shen, Mili...
123
Voted
CDC
2009
IEEE
155views Control Systems» more  CDC 2009»
15 years 7 months ago
Improved independent component regression modeling
The conventional independent component regression (ICR), as an exclusive two-step implementation algorithm, has the risk similar to principal component regression (PCR). That is, t...
Chunhui Zhao, Furong Gao, Tao Liu, Fuli Wang
99
Voted
UAI
2001
15 years 5 months ago
Policy Improvement for POMDPs Using Normalized Importance Sampling
We present a new method for estimating the expected return of a POMDP from experience. The estimator does not assume any knowledge of the POMDP, can estimate the returns for finit...
Christian R. Shelton
121
Voted
ICASSP
2011
IEEE
14 years 7 months ago
Improving melody extraction using Probabilistic Latent Component Analysis
We propose a new approach for automatic melody extraction from polyphonic audio, based on Probabilistic Latent Component Analysis (PLCA). An audio signal is first divided into vo...
Jinyu Han, Ching-Wei Chen
132
Voted
DATE
2005
IEEE
131views Hardware» more  DATE 2005»
15 years 5 months ago
Performance Driven Decoupling Capacitor Allocation Considering Data and Clock Interactions
— We propose a sensitivity-based method to allocate decaps incorporating leakage constraints and tighter data and clock interactions. The proposed approach attempts to allocate d...
Ajith Chandy, Tom Chen