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ICONIP
1998
15 years 7 months ago
A Study on Initialization for BP Networks
This paper proposes an initialization of back propagation (BP) networks for pattern classification problems; the weights of hidden units are initialized so that hyperplanes should...
Hiroshi Shiratsuchi, Hiromu Gotanda, Katsuhiro Ino...
ECP
1999
Springer
157views Robotics» more  ECP 1999»
15 years 10 months ago
SAT-Based Procedures for Temporal Reasoning
In this paper we study the consistency problem for a set of disjunctive temporal constraints [Stergiou and Koubarakis, 1998]. We propose two SAT-based procedures, and show that—o...
Alessandro Armando, Claudio Castellini, Enrico Giu...
RANDOM
1998
Springer
15 years 10 months ago
A Derandomization Using Min-Wise Independent Permutations
abstract for submission to Random '98 not for distribution Andrei Z. Broder Moses Charikar Michael Mitzenmacher Min-wise independence is a recently introduced notion of limit...
Andrei Z. Broder, Moses Charikar, Michael Mitzenma...
SIAMCOMP
1998
114views more  SIAMCOMP 1998»
15 years 5 months ago
Universal Limit Laws for Depths in Random Trees
Random binary search trees, b-ary search trees, median-of-(2k+1) trees, quadtrees, simplex trees, tries, and digital search trees are special cases of random split trees. For these...
Luc Devroye
SIGGRAPH
1998
ACM
15 years 10 months ago
An Anthropometric Face Model Using Variational Techniques
We describe a system that automatically generates varied geometric models of human faces. A collection of random measurements of the face is generated according to anthropometric ...
Douglas DeCarlo, Dimitris N. Metaxas, Matthew Ston...