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Neural Computation, ISSN 1530-888X, 02/2008, Volume 20, Issue 2, pp. 374 - 382
Iterative learning algorithms that approximate the solution of support vector machines (SVMs) have two potential advantages. First, they allow online and... 
Note | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | WORKING SET SELECTION | VECTOR MACHINES | Learning | Algorithms | Numerical Analysis, Computer-Assisted | Online Systems | Artificial Intelligence | Humans
Journal Article
FRONTIERS IN MATERIALS, ISSN 2296-8016, 08/2019, Volume 6
Micromechanical modeling of material behavior has become an accepted approach to describe the macroscopic mechanical properties of polycrystalline materials in... 
damage | MULTISCALE | MATERIALS SCIENCE, MULTIDISCIPLINARY | machine learning | IDENTIFICATION | microstructure design | homogenization | NEURAL-NETWORKS | PREDICT | SOLIDS | micromechanical modeling | DAMAGE MECHANICS | crystal plasticity | MICROSTRUCTURE | Algorithms | Anisotropy | Analysis | Machine learning | Equipment and supplies | Data mining | Teaching
Journal Article
Geometric and Functional Analysis, ISSN 1016-443X, 11/2010, Volume 20, Issue 5, pp. 1259 - 1277
Journal Article
Geometric And Functional Analysis, ISSN 1016-443X, 11/2010, Volume 20, Issue 5, p. 1259
In the present work we consider the behavior of the geodesic flow on the unit tangent bundle of the 2-torus T .sup.2 for an arbitrary Riemannian metric. A... 
Universities and colleges
Journal Article
Geometric and Functional Analysis, ISSN 1016-443X, 11/2010, Volume 20, Issue 5, pp. 1259 - 1277
In the present work we consider the behavior of the geodesic flow on the unit tangent bundle of the 2-torus T 2 for an arbitrary Riemannian metric. A natural... 
Primary 37C40 | Topological entropy | Analysis | Secondary 53C22 | 37C10 | Mathematics | geodesic flows on tori | EXISTENCE | MATHEMATICS | ORBITS | CURVES | SURFACES
Journal Article
Neural Computation, ISSN 0899-7667, 02/2008, Volume 20, Issue 2, p. 374
Iterative learning algorithms that approximate the solution of support vector machines (SVMs) have two potential advantages. First, they allow online and... 
Learning | Algorithms | Optimization
Journal Article
Journal of Topology and Analysis, ISSN 1793-5253, 12/2011, Volume 3, Issue 4, pp. 511 - 520
On a Riemannian 2-torus (T2, g) we study the geodesic flow in the case of low complexity described by zero topological entropy. We show that this assumption... 
Strip | Asymptotic properties | Entropy | Topology | Complexity
Journal Article
Space Science Reviews, ISSN 0038-6308, 2/2007, Volume 128, Issue 1, pp. 823 - 867
The ESA mission Rosetta, launched on March 2nd, 2004, carries an instrument suite to the comet 67P/Churyumov-Gerasimenko. The COmetary Secondary Ion Mass... 
Extraterrestrial Physics, Space Sciences | Astrophysics | Planetology | Physics | Astronomy | MATTER | HALLEY | VEGA OBSERVATIONS | ASTRONOMY & ASTROPHYSICS | Bats | Chemical reactions | Analytical instruments | Comets | Ions | Mass spectrometry
Journal Article
Journal of Topology and Analysis, ISSN 1793-5253, 12/2011, Volume 3, Issue 4, pp. 511 - 520
On a Riemannian 2-torus (T-2, g) we study the geodesic flow in the case of low complexity described by zero topological entropy. We show that this assumption... 
Topological entropy | geodesic flows on tori | EXISTENCE | MATHEMATICS | ORBITS
Journal Article
10/2018
Convex quadratic objective functions are an important base case in state-of-the-art benchmark collections for single-objective optimization on continuous... 
Computer Science - Neural and Evolutionary Computing
Journal Article
Astrophysical Journal Letters, ISSN 2041-8205, 01/2016, Volume 816, Issue 2, pp. L32 - 6
Journal Article
Neural Computation, ISSN 0899-7667, 10/2005, Volume 17, Issue 10, p. 2099
Gradient-based optimizing of gaussian kernel functions is considered. The gradient for the adaptation of scaling and rotation of the input space is computed to... 
Vector space | Neural networks | Linear algebra
Journal Article
IEEE Transactions on Magnetics, ISSN 0018-9464, 10/2005, Volume 41, Issue 10, pp. 3691 - 3693
Journal Article
Journal of Applied Geophysics, ISSN 0926-9851, 2009, Volume 67, Issue 4, pp. 352 - 360
We are developing an innovative low-noise directional borehole radar system. Harsh and changing operating environments are a challenge to the low-noise... 
Test signal | Calibration | Data acquisition | Directional borehole radar | GEOSCIENCES, MULTIDISCIPLINARY | MINING & MINERAL PROCESSING
Journal Article
Journal of Modern Dynamics, ISSN 1930-5311, 2014, Volume 8, Issue 1, pp. 75 - 91
Let (M, g) be a compact Riemannian manifold of hyperbolic type, i.e M is a manifold admitting another metric of strictly negative curvature. In this paper we... 
Topological entropy | Geodesic flows on surfaces | Volume growth | MATHEMATICS | topological entropy | MATHEMATICS, APPLIED | volume growth | MANIFOLDS | FLOW
Journal Article
06/2017
We establish global convergence of the (1+1) evolution strategy, i.e., convergence to a critical point independent of the initial state. More precisely, we... 
Computer Science - Neural and Evolutionary Computing
Journal Article
04/2017
End-to-end learning refers to training a possibly complex learning system by applying gradient-based learning to the system as a whole. End-to-end learning... 
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2006, Volume 4132, pp. 827 - 836
Oligo kernels for biological sequence classification have a high discriminative power. A new parameterization for the K-mer oligo kernel is presented, where... 
COMPUTER SCIENCE, THEORY & METHODS | GENOME SEQUENCE | TRANSLATION | SELECTION | INITIATION | ADAPTATION
Conference Proceeding
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