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» Decomposing replicable functions
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AAAI
2007
14 years 3 days ago
Compact Spectral Bases for Value Function Approximation Using Kronecker Factorization
A new spectral approach to value function approximation has recently been proposed to automatically construct basis functions from samples. Global basis functions called proto-val...
Jeffrey Johns, Sridhar Mahadevan, Chang Wang
TOPLAS
1998
133views more  TOPLAS 1998»
13 years 9 months ago
A Systematic Study of Functional Language Implementations
Abstract: We introduce a unified framework to describe, relate, compare and classify functional language implementations. The compilation process is expressed as a succession of p...
Rémi Douence, Pascal Fradet
JMLR
2012
12 years 7 days ago
Structured Output Learning with High Order Loss Functions
Often when modeling structured domains, it is desirable to leverage information that is not naturally expressed as simply a label. Examples include knowledge about the evaluation ...
Daniel Tarlow, Richard S. Zemel
CORR
2011
Springer
194views Education» more  CORR 2011»
13 years 4 months ago
Energy-Latency Tradeoff for In-Network Function Computation in Random Networks
—The problem of designing policies for in-network function computation with minimum energy consumption subject to a latency constraint is considered. The scaling behavior of the ...
Paul N. Balister, Béla Bollobás, Ani...
ISCAS
2008
IEEE
145views Hardware» more  ISCAS 2008»
14 years 4 months ago
Group learning using contrast NMF : Application to functional and structural MRI of schizophrenia
— Non-negative Matrix factorization (NMF) has increasingly been used as a tool in signal processing in the last couple of years. NMF, like independent component analysis (ICA) is...
Vamsi K. Potluru, Vince D. Calhoun