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NeuroCOLT Technical Reports 2000
2000-060
Algebraische Komplexitaetstheorie
(Algebraic complexity theory)
K. Meer
2000-061
Polynomials
of Bounded Tree-Width J.A. Makowsky,
K.
Meer
2000-062
Dimensional
Synthesis of Planar Stephenson-Mechanisms for Motion Generation by
Circlepoint Search and Homotopy Methods
K.
Meer, B. Schmitt, H. Schreiber
2000-063
A
Precise Characterization of the Class of Languages Recognized by Neural
Nets under Gaussian and other Common Noise Distributions
Wolfgang
Maass
2000-064
Paradigms
for Computing with Spiking Neurons
Wolfgang
Maass
2000-065
Neural
Computation with Winner-Take-All as the only Nonlinear Operation
Wolfgang Maass
2000-066
Analog
Neural Nets with Gaussian or other Common Noise Distributions
cannot Recognize Arbitrary Regular Languages
Wolfgang
Maass Eduardo D. Sontag
2000-067
Hardness
Results for General Two-Layer Neural Networks
Christian Kuhlmann
2000-068
VC Dimension Bounds for Higher-Order
Neurons
Michael Schmitt
2000-069
On
the Implications of Delay Adaptability for Learning in Pulsed Neural
Networks.
Michael Schmitt
2000-070
Lower Bounds on the Complexity of Approximating
Continuous Functions by Sigmoidal Neural
Networks
Michael Schmitt
2000-071
VC Dimension Bounds for Product Unit Networks
Michael Schmitt
2000-074
Uses
of Convexity in Numerical Domain Partitioning Tapio Elomaa & Juho
Rousu
2000-079
Text
Classification using String Kernels
Huma
Lodhi John Shawe-Taylor
Nello Cristianini Chris Watkins
2000-080
Latent
Semantic Kernels for Feature Selection
Nello Cristianini, John Shawe-Taylor, Huma Lodhi
2000-081
A Generalized Representer Theorem
Bernhard Schoelkopf, Ralf Herbrich
Alex J. Smola, Robert C. Williamson
2000-082
On the Generalization of Soft Margin Algorithms
John Shawe-Taylor and Nello Cristianini
2000-083
Adaptive
and Self-Confident
On-Line Learning Algorithms
Peter
Auer, Nicolo' Cesa-Bianchi, Claudio Gentile
2000-084
Finite-Time
Analysis of the Multi-Armed Bandit Problem
Peter
Auer, Nicolo' Cesa-Bianchi, Paul Fischer
2000-085
Sparse Regression Ensembles in Infinite
and Finite Hypothesis Spaces
G. Raetsch and A. Demiriz
and K. Bennett
2000-086
Combining Discriminant Models with
New Multiclass SVMs
Yann Guermeur
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