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» Continuous Optimization of Hyper-Parameters
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ASPDAC
2005
ACM
100views Hardware» more  ASPDAC 2005»
15 years 6 months ago
Microarchitecture evaluation with floorplanning and interconnect pipelining
— As microprocessor technology continues to scale into the nanometer regime, recent studies show that interconnect delay will be a limiting factor for performance, and multiple c...
Ashok Jagannathan, Hannah Honghua Yang, Kris Konig...
121
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ISLPED
2007
ACM
84views Hardware» more  ISLPED 2007»
15 years 6 months ago
Towards a software approach to mitigate voltage emergencies
Increases in peak current draw and reductions in the operating voltages of processors continue to amplify the importance of dealing with voltage fluctuations in processors. One a...
Meeta Sharma Gupta, Krishna K. Rangan, Michael D. ...
AIA
2007
15 years 6 months ago
Minimizing leakage: What if every gate could have its individual threshold voltage?
Designers aim at fast but low-power consuming integrated circuits. Since high processing speed always comes with high energy demands, the literature provides several ways to reduc...
Ralf Salomon, Frank Sill, Dirk Timmermann
NIPS
2008
15 years 6 months ago
Multi-label Multiple Kernel Learning
We present a multi-label multiple kernel learning (MKL) formulation in which the data are embedded into a low-dimensional space directed by the instancelabel correlations encoded ...
Shuiwang Ji, Liang Sun, Rong Jin, Jieping Ye
135
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NIPS
2008
15 years 6 months ago
Mortal Multi-Armed Bandits
We formulate and study a new variant of the k-armed bandit problem, motivated by e-commerce applications. In our model, arms have (stochastic) lifetime after which they expire. In...
Deepayan Chakrabarti, Ravi Kumar, Filip Radlinski,...