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COLT
2001
Springer
15 years 2 months ago
Ultraconservative Online Algorithms for Multiclass Problems
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...
Koby Crammer, Yoram Singer
83
Voted
IWDC
2001
Springer
140views Communications» more  IWDC 2001»
15 years 2 months ago
Satellite Systems Performance with TCP-IP Applications
Mobile Internet access is becoming extremely popular because users depend on the Internet for many activities in their daily routine. Satellites are well suited for mobile Interne...
Pierpaolo Loreti, Michele Luglio, Rohit Kapoor, J....
VLDB
2001
ACM
190views Database» more  VLDB 2001»
15 years 2 months ago
LEO - DB2's LEarning Optimizer
Most modern DBMS optimizers rely upon a cost model to choose the best query execution plan (QEP) for any given query. Cost estimates are heavily dependent upon the optimizer’s e...
Michael Stillger, Guy M. Lohman, Volker Markl, Mok...
SIGCPR
2000
ACM
173views Hardware» more  SIGCPR 2000»
15 years 2 months ago
Hollywood: a business model for the future?
This paper elucidates an emergent theory of organizational structure, process and leadership which the author believes will characterize the Internet based workplace of the future...
Charles E. Grantham
STOC
2000
ACM
174views Algorithms» more  STOC 2000»
15 years 2 months ago
Noise-tolerant learning, the parity problem, and the statistical query model
We describe a slightly subexponential time algorithm for learning parity functions in the presence of random classification noise, a problem closely related to several cryptograph...
Avrim Blum, Adam Kalai, Hal Wasserman