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JMLR
2012
13 years 3 months 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
94
Voted
STOC
2006
ACM
131views Algorithms» more  STOC 2006»
16 years 1 months ago
On maximizing welfare when utility functions are subadditive
We consider the problem of maximizing welfare when allocating m items to n players with subadditive utility functions. Our main result is a way of rounding any fractional solution...
Uriel Feige
77
Voted
DSVIS
2003
Springer
15 years 6 months ago
Functionally Modeled User Interfaces
Modern industrial-strength user interface toolkits are usually described informally, in terms of implementation artifacts such as objects and imperative state. While the practical...
Antony Courtney
COLT
2001
Springer
15 years 5 months ago
On the Synthesis of Strategies Identifying Recursive Functions
A classical learning problem in Inductive Inference consists of identifying each function of a given class of recursive functions from a finite number of its output values. Unifor...
Sandra Zilles
ASPLOS
2010
ACM
15 years 5 months ago
Accelerating MATLAB Image Processing Toolbox functions on GPUs
In this paper, we present our effort in developing an opensource GPU (graphics processing units) code library for the MATLAB Image Processing Toolbox (IPT). We ported a dozen of r...
Jingfei Kong, Martin Dimitrov, Yi Yang, Janaka Liy...