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ICML
2010
IEEE
14 years 11 months ago
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design
Many applications require optimizing an unknown, noisy function that is expensive to evaluate. We formalize this task as a multiarmed bandit problem, where the payoff function is ...
Niranjan Srinivas, Andreas Krause, Sham Kakade, Ma...
ICCAD
2000
IEEE
188views Hardware» more  ICCAD 2000»
15 years 2 months ago
Bus Optimization for Low-Power Data Path Synthesis Based on Network Flow Method
— Sub-micron feature sizes have resulted in a considerable portion of power to be dissipated on the buses, causing an increased attention on savings for power at the behavioral l...
Sungpack Hong, Taewhan Kim
BIOINFORMATICS
2007
76views more  BIOINFORMATICS 2007»
14 years 10 months ago
Optimization of primer design for the detection of variable genomic lesions in cancer
Primer approximation multiplex PCR (PAMP) is a new experimental protocol for efficiently assaying structural variation in genomes. PAMP is particularly suited to cancer genomes w...
Ali Bashir, Yu-Tsueng Liu, Benjamin J. Raphael, De...
ICCD
2008
IEEE
124views Hardware» more  ICCD 2008»
15 years 6 months ago
Global bus route optimization with application to microarchitectural design exploration
— Circuit and processor designs will continue to increase in complexity for the foreseeable future. With these increasing sizes comes the use of wide buses to move large amounts ...
Dae Hyun Kim, Sung Kyu Lim
GECCO
2008
Springer
161views Optimization» more  GECCO 2008»
14 years 11 months ago
An evolutionary design technique for collective communications on optimal diameter-degree networks
Scheduling collective communications (CC) in networks based on optimal graphs and digraphs has been done with the use of the evolutionary techniques. Inter-node communication patt...
Jirí Jaros, Vaclav Dvorak