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» On the existence of universal models
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NN
2000
Springer
123views Neural Networks» more  NN 2000»
13 years 9 months ago
Local minima and plateaus in hierarchical structures of multilayer perceptrons
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
Kenji Fukumizu, Shun-ichi Amari
ALGORITHMICA
2010
107views more  ALGORITHMICA 2010»
13 years 10 months ago
A Universal Online Caching Algorithm Based on Pattern Matching
We present a universal algorithm for the classical online problem of caching or demand paging. We consider the caching problem when the page request sequence is drawn from an unkn...
Gopal Pandurangan, Wojciech Szpankowski
CCS
2009
ACM
14 years 10 months ago
Universally composable contributory group key exchange
We treat the security of group key exchange (GKE) in the universal composability (UC) framework. Analyzing GKE protocols in the UC framework naturally addresses attacks by maliciou...
M. Choudary Gorantla, Colin Boyd, Juan Manuel Gonz...
RECOMB
2000
Springer
14 years 1 months ago
Universal DNA tag systems: a combinatorial design scheme
Custom-designed DNA arrays offer the possibility of simultaneously monitoring thousands of hybridization reactions. These arrays show great potential for many medical and scientif...
Amir Ben-Dor, Richard M. Karp, Benno Schwikowski, ...
CONCURRENCY
1998
83views more  CONCURRENCY 1998»
13 years 9 months ago
Supporting universal personal computing on the Internet with Java and CORBA
Universal Personal Computing (UPC) supports nomadic computing on the Internet by allowing mobile users to access their personalized computing resources anywhere on the Internet us...
Jinsong Zhu, Maria Törö, Victor C. M. Le...