
Semantic CPPS in Industry 4.0
CyberPhysical Systems (CPS) play a crucial role in the era of the 4thIn...
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PACBayesian Bound for the Conditional Value at Risk
Conditional Value at Risk (CVaR) is a family of "coherent risk measures"...
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More is Less: A More Complicated Network with Less Inference Complexity
In this paper, we present a novel and general network structure towards ...
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A Ternary NonCommutative Latent Factor Model for Scalable ThreeWay Real Tensor Completion
Motivated by largescale CollaborativeFiltering applications, we presen...
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Online Unsupervised Feature Learning for Visual Tracking
Feature encoding with respect to an overcomplete dictionary learned by ...
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Efficient pedestrian detection by directly optimize the partial area under the ROC curve
Many typical applications of object detection operate within a prescribe...
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Convexification of Neural Graph
Traditionally, most complex intelligence architectures are extremely non...
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Comparing the Behaviour of Deterministic and Stochastic Model of SIS Epidemic
Studies about epidemic modelling have been conducted since before 19th c...
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Prediction of Facebook Post Metrics using Machine Learning
In this short paper, we evaluate the performance of three wellknown Mac...
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Diversity in Machine Learning
Machine learning methods have achieved good performance and been widely ...
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Example of a finite game with no Berge equilibria at all
The problem of the existence of Berge equilibria in the sense of Zhukovs...
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Algorithmic NoCloning Theorem
We introduce the notions of algorithmic mutual information and rarity of...
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Towards an Algebraic Theory of Analogical Reasoning in Logic Programming
Analogymaking is an essential part of human intelligence and creativity...
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SpectralSpatial Diffusion Geometry for Hyperspectral Image Clustering
An unsupervised learning algorithm to cluster hyperspectral image (HSI) ...
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Object tracking in video signals using Compressive Sensing
Reducing the number of pixels in video signals while maintaining quality...
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Information Kernels
Given a set X of finite strings, one interesting question to ask is whet...
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On the Complexity of Completing Binary Predicates
Given a binary predicate P, the length of the smallest program that comp...
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Training Deep Neural Networks by optimizing over nonlocal paths in hyperparameter space
Hyperparameter optimization is both a practical issue and an interesting...
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Approximations of Kolmogorov Complexity
In this paper we show that the approximating the Kolmogorov complexity o...
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Informative Scene Decomposition for Crowd Analysis, Comparison and Simulation Guidance
Crowd simulation is a central topic in several fields including graphics...
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Fixed Point Semantics for Stream Reasoning
Reasoning over streams of input data is an essential part of human intel...
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A Universal Representation Transformer Layer for FewShot Image Classification
Fewshot classification aims to recognize unseen classes when presented ...
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Throughput Maximization of UAV Networks
In this paper we study the deployment of multiple unmanned aerial vehicl...
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Reinforcement learning autonomously identifying the source of errors for agents in a group mission
When agents are swarmed to carry out a mission, there is often a sudden ...
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Apple, Inc.
American multinational corporation headquartered in Cupertino, California, that designs, develops, and sells consumer electronics, computer software, online services, and personal computers.