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IPM
2008
75views more  IPM 2008»
13 years 9 months ago
Single-document and multi-document summarization techniques for email threads using sentence compression
We present two approaches to email thread summarization: Collective Message Summarization (CMS) applies a multi-document summarization approach, while Individual Message Summariza...
David M. Zajic, Bonnie J. Dorr, Jimmy J. Lin
SIAMJO
2008
104views more  SIAMJO 2008»
13 years 9 months ago
A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance
This paper concerns a fractional function of the form xT a/ xT Bx, where B is positive definite. We consider the game of choosing x from a convex set, to maximize the function, an...
Seung-Jean Kim, Stephen P. Boyd
AIR
2005
85views more  AIR 2005»
13 years 9 months ago
On Paradox of Fuzzy Modeling: Supervised Learning for Rectifying Fuzzy Membership Function
The paradox of fuzzy modeling is recognized due to the co-existence of its effectiveness of solving uncertain problems in the real world and the skepticism of its reasonability in ...
Shaopei Lin
TIT
2008
102views more  TIT 2008»
13 years 9 months ago
State Estimation With Initial State Uncertainty
Abstract--The problem of state estimation with initial state uncertainty is approached from a statistical decision theory point of view. The initial state is regarded as determinis...
Yoav Levinbook, Tan F. Wong
TSP
2008
102views more  TSP 2008»
13 years 9 months ago
Spatially Adaptive Estimation via Fitted Local Likelihood Techniques
Abstract--This paper offers a new technique for spatially adaptive estimation. The local likelihood is exploited for nonparametric modeling of observations and estimated signals. T...
Vladimir Katkovnik, Vladimir Spokoiny