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111
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ICML
2010
IEEE
15 years 1 months ago
Learning Fast Approximations of Sparse Coding
In Sparse Coding (SC), input vectors are reconstructed using a sparse linear combination of basis vectors. SC has become a popular method for extracting features from data. For a ...
Karol Gregor, Yann LeCun
110
Voted
ACMDIS
2010
ACM
15 years 1 months ago
Open-ended objects: a tool for brainstorming
This paper describes a new tool for use in the process of brainstorming workshops on HCI called "Open-ended objects". Open-ended objects are open-ended interactive exper...
Virginia Cruz, Nicolas Gaudron
108
Voted
AIPS
2010
15 years 29 days ago
Forward-Chaining Partial-Order Planning
Over the last few years there has been a revival of interest in the idea of least-commitment planning with a number of researchers returning to the partial-order planning approach...
Amanda Jane Coles, Andrew Coles, Maria Fox, Derek ...
101
Voted
AIPS
2010
15 years 29 days ago
A New Approach to Conformant Planning Using CNF*
In this paper, we develop a heuristic, progression based conformant planner, called CNF, which represents belief states by a special type of CNF formulae, called CNF-states. We de...
Son Thanh To, Tran Cao Son, Enrico Pontelli
CEC
2010
IEEE
15 years 29 days ago
Towards scalability in niching methods
— The scaling properties of multimodal optimization methods have seldom been studied, and existing studies often concentrated on the idea that all local optima of a multimodal fu...
Marcel Kronfeld, Andreas Zell