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» Which Problems Have Strongly Exponential Complexity
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NIPS
2008
15 years 5 months ago
Learning with Consistency between Inductive Functions and Kernels
Regularized Least Squares (RLS) algorithms have the ability to avoid over-fitting problems and to express solutions as kernel expansions. However, we observe that the current RLS ...
Haixuan Yang, Irwin King, Michael R. Lyu
JMLR
2010
134views more  JMLR 2010»
14 years 10 months ago
Half Transductive Ranking
We study the standard retrieval task of ranking a fixed set of items given a previously unseen query and pose it as the half transductive ranking problem. The task is transductive...
Bing Bai, Jason Weston, David Grangier, Ronan Coll...
GRAPHICSINTERFACE
2000
15 years 5 months ago
Skinning Characters using Surface Oriented Free-Form Deformations
Skinning geometry effectively continues to be one of the more challenging and time consuming aspects of character setup. While anatomic and physically based approaches to skinning...
Karan Singh, Evangelos Kokkevis
ATAL
2010
Springer
15 years 4 months ago
A distributed algorithm for anytime coalition structure generation
A major research challenge in multi-agent systems is the problem of partitioning a set of agents into mutually disjoint coalitions, such that the overall performance of the system...
Tomasz P. Michalak, Jacek Sroka, Talal Rahwan, Mic...
CSDA
2007
76views more  CSDA 2007»
15 years 3 months ago
Applications of TLS and related methods in the environmental sciences
Rainfall-Runoff and Signal Separation Problems: The process of converting rainfall into runoff is a highly nonlinear problem due to the soil-water interaction that starts when r...
José A. Ramos