
Deep NonLineofSight Reconstruction
The recent years have seen a surge of interest in methods for imaging be...
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Generative Adversarial Networks in Estimation of Distribution Algorithms for Combinatorial Optimization
Estimation of Distribution Algorithms (EDAs) require flexible probabilit...
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Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization
Estimation of Distribution Algorithms (EDAs) require flexible probabilit...
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Denoising Autoencoders for fast Combinatorial Black Box Optimization
Estimation of Distribution Algorithms (EDAs) require flexible probabilit...
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Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis
This paper studies a combination of generative Markov random field (MRF)...
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MultiGPU Accelerated MultiSpin Monte Carlo Simulations of the 2D Ising Model
A modern graphics processing unit (GPU) is able to perform massively par...
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LAMN in a class of parametric models for null recurrent diffusion
We study statistical models for onedimensional diffusions which are rec...
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A cost effective and reliable environment monitoring system for HPC applications
We present a slow control system to gather all relevant environment info...
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Online MultiLabel Classification: A Label Compression Method
Many modern applications deal with multilabel data, such as functional ...
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Progressive Stochastic Binarization of Deep Networks
A plethora of recent research has focused on improving the memory footpr...
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Unified Analysis of PeriodizationBased Sampling Methods for Matérn Covariances
The periodization of a stationary Gaussian random field on a sufficientl...
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Parallel InMemory Evaluation of Spatial Joins
The spatial join is a popular operation in spatial database systems and ...
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Computing oscillatory solutions of the Euler system via Kconvergence
We develop a method to compute effectively the Young measures associated...
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A Twolevel Spatial InMemory Index
Very large volumes of spatial data increasingly become available and dem...
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Diversity in News Recommendations
News diversity in the media has for a long time been a foundational and ...
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Multilevel Representations of Isotropic Gaussian Random Fields on the Sphere
Series expansions of isotropic Gaussian random fields on 𝕊^2 with indepe...
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A computational approximation for the solution of retarded functional differential equations and their applications to science and engineering
Delay differential equations are of great importance in science, enginee...
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Fast Private Parameter Learning and Evaluation for SumProduct Networks
A sumproduct network (SPN) is a graphical model that allows several typ...
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HINT: A Hierarchical Index for Intervals in Main Memory
Indexing intervals is a fundamental problem, finding a wide range of app...
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A New Stability Approach for PositivityPreserving Patankartype Schemes
Patankartype schemes are linearly implicit time integration methods des...
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Recent Developments in Program Synthesis with Evolutionary Algorithms
The automatic generation of computer programs is one of the main applica...
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Nonlinearities in Steerable SO(2)Equivariant CNNs
Invariance under symmetry is an important problem in machine learning. O...
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Northlight: Declarative and Optimized Analysis of Atmospheric Datasets in SparkSQL
Performing dataintensive analytics is an essential part of modern Earth...
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Code modernization strategies for shortrange nonbonded molecular dynamics simulations
As modern HPC systems increasingly rely on greater core counts and wider...
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University of Mainz
The Johannes Gutenberg University Mainz is a public research university in Mainz, Rhineland Palatinate, Germany, named after the printer Johannes Gutenberg.