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COLT
1999
Springer
15 years 8 months ago
Regret Bounds for Prediction Problems
We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...
Geoffrey J. Gordon

Publication
651views
17 years 3 months ago
On Optimal Linear Redistribution of VCG Payments in Assignment of Heterogeneous Objects
There are p heterogeneous objects to be assigned to n competing agents (n > p) each with unit demand. It is required to design a Groves mechanism for this assignment problem s...
Sujit Gujar, Y Narahari
SDM
2009
SIAM
130views Data Mining» more  SDM 2009»
16 years 1 months ago
FuncICA for Time Series Pattern Discovery.
We introduce FuncICA, a new independent component analysis method for pattern discovery in inherently functional data, such as time series data. FuncICA can be considered an analo...
Alexander Gray, Nishant Mehta
CVPR
2008
IEEE
15 years 11 months ago
Fuzzy chamfer distance and its probabilistic formulation for visual tracking
The paper presents a fuzzy chamfer distance and its probabilistic formulation for edge-based visual tracking. First, connections of the chamfer distance and the Hausdorff distance...
Yonggang Jin, Farzin Mokhtarian, Miroslaw Bober, J...
DATE
2008
IEEE
91views Hardware» more  DATE 2008»
15 years 11 months ago
Modularity vs. Reusability: Code Generation from Synchronous Block Diagrams
We present several methods to generate modular code from synchronous hierarchical block diagrams. Modularity means code is generated for a given macro (i.e., composite) block inde...
Roberto Lublinerman, Stavros Tripakis