275 search results - page 21 / 55 » Online Stochastic and Robust Optimization |
189
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ICML
2001
IEEE
16 years 6 months ago
2001
IEEE
Direct policy search is a practical way to solve reinforcement learning problems involving continuous state and action spaces. The goal becomes finding policy parameters that maxi...
184
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KDD
2010
ACM
15 years 9 months ago
2010
ACM
We propose an online topic model for sequentially analyzing the time evolution of topics in document collections. Topics naturally evolve with multiple timescales. For example, so...
174
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DAC
2005
ACM
15 years 7 months ago
2005
ACM
Reliability of nanometer circuits is becoming a major concern in today’s VLSI chip design due to interferences from multiple noise sources as well as radiation-induced soft erro...
143
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CDC
2008
IEEE
16 years 6 days ago
2008
IEEE
Abstract— While peer-to-peer consensus algorithms have enviable robustness and locality for distributed estimation and computation problems, they have poor scaling behavior with ...
172
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EVOW
2001
Springer
15 years 10 months ago
2001
Springer
Augmenting an existing network with additional links to achieve higher robustness and survivability plays an important role in network design. We consider the problem of augmenting...