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STOC
2012
ACM
209views Algorithms» more  STOC 2012»
13 years 2 months ago
Nearly optimal solutions for the chow parameters problem and low-weight approximation of halfspaces
The Chow parameters of a Boolean function f : {−1, 1}n → {−1, 1} are its n + 1 degree-0 and degree-1 Fourier coefficients. It has been known since 1961 [Cho61, Tan61] that ...
Anindya De, Ilias Diakonikolas, Vitaly Feldman, Ro...
NIPS
2008
15 years 1 months ago
Sparse Convolved Gaussian Processes for Multi-output Regression
We present a sparse approximation approach for dependent output Gaussian processes (GP). Employing a latent function framework, we apply the convolution process formalism to estab...
Mauricio Alvarez, Neil D. Lawrence
ICML
2007
IEEE
16 years 20 days ago
Automatic shaping and decomposition of reward functions
This paper investigates the problem of automatically learning how to restructure the reward function of a Markov decision process so as to speed up reinforcement learning. We begi...
Bhaskara Marthi
DATE
2003
IEEE
84views Hardware» more  DATE 2003»
15 years 5 months ago
Dynamic Functional Unit Assignment for Low Power
A hardware method for functional unit assignment is presented, based on the principle that a functional unit’s power consumption is approximated by the switching activity of its...
Steve Haga, Natasha Reeves, Rajeev Barua, Diana Ma...
APCCAS
2006
IEEE
206views Hardware» more  APCCAS 2006»
15 years 3 months ago
On the Properties And Design of Stable IIR Transfer Functions Generated Using Fibonnaci Numbers
This paper considers z-domain transfer functions whose denominator polynomial possesses the property that the coefficient of zi is greater than the coefficient of zi-1 . Such trans...
Christian S. Gargour, Venkat Ramachandran, Ravi P....