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NIPS
2001
15 years 7 months ago
A Variational Approach to Learning Curves
We combine the replica approach from statistical physics with a variational approach to analyze learning curves analytically. We apply the method to Gaussian process regression. A...
Dörthe Malzahn, Manfred Opper
INFOCOM
2000
IEEE
15 years 10 months ago
Effective Envelopes: Statistical Bounds on Multiplexed Traffic in Packet Networks
Abstract--A statistical network service which allows a certain fraction of traffic to not meet its QoS guarantees can extract additional capacity from a network by exploiting stati...
Robert Boorstyn, Almut Burchard, Jörg Liebehe...
ESWS
2009
Springer
16 years 1 months ago
SCOVO: Using Statistics on the Web of Data
Statistical data is present everywhere—from governmental bodies to economics, from life-science to industry. With the rise of the Web of Data, the need for sharing, accessing, an...
Michael Hausenblas, Wolfgang Halb, Yves Raimond, L...
NAACL
2004
15 years 7 months ago
A Language Modeling Approach to Predicting Reading Difficulty
We demonstrate a new research approach to the problem of predicting the reading difficulty of a text passage, by recasting readability in terms of statistical language modeling. W...
Kevyn Collins-Thompson, James P. Callan
KDD
2007
ACM
179views Data Mining» more  KDD 2007»
16 years 18 days ago
Mining statistically important equivalence classes and delta-discriminative emerging patterns
The support-confidence framework is the most common measure used in itemset mining algorithms, for its antimonotonicity that effectively simplifies the search lattice. This com...
Jinyan Li, Guimei Liu, Limsoon Wong