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NIPS
2000
15 years 6 months ago
Improved Output Coding for Classification Using Continuous Relaxation
Output coding is a general method for solving multiclass problems by reducing them to multiple binary classification problems. Previous research on output coding has employed, alm...
Koby Crammer, Yoram Singer
CONCURRENCY
2002
110views more  CONCURRENCY 2002»
15 years 4 months ago
Parallel visualization of gigabyte datasets in GeoFEM
Parallel visualization of large datasets in GeoFEM is described. Our visualization subsystem supports concurrent visualization with computation, and outputs a simplified small gra...
Issei Fujishiro, Li Chen, Yuriko Takeshima, Hiroko...
NPL
2002
168views more  NPL 2002»
15 years 4 months ago
Reduced Rank Kernel Ridge Regression
Ridge regression is a classical statistical technique that attempts to address the bias-variance trade-off in the design of linear regression models. A reformulation of ridge regr...
Gavin C. Cawley, Nicola L. C. Talbot
WINE
2009
Springer
117views Economy» more  WINE 2009»
15 years 11 months ago
Envy-Free Allocations for Budgeted Bidders
We study the problem of identifying prices to support a given allocation of items to bidders in an envy-free way. A bidder will envy another bidder if she would prefer to obtain th...
David Kempe, Ahuva Mu'alem, Mahyar Salek
129
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SODA
2001
ACM
144views Algorithms» more  SODA 2001»
15 years 6 months ago
Representing dynamic binary trees succinctly
We introduce a new updatable representation ofbinary trees. The structure requires the information theoretic minimum 2n + o(n) bits and supports basic navigational operations in c...
J. Ian Munro, Venkatesh Raman, Adam J. Storm