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01/14/2020
High–Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality
High-dimensional data and high-dimensional representations of reality ar...
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12/14/2019
LScDC-new large scientific dictionary
In this paper, we present a scientific corpus of abstracts of academic p...
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09/30/2019
Blessing of dimensionality at the edge
In this paper we present theory and algorithms enabling classes of Artif...
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06/27/2019
Symphony of high-dimensional brain
This paper is the final part of the scientific discussion organised by t...
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10/12/2018
Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study
This paper presents a technology for simple and computationally efficien...
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04/20/2018
Robust and scalable learning of data manifolds with complex topologies via ElPiGraph
We present ElPiGraph, a method for approximating data distributions havi...
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02/06/2018
Augmented Artificial Intelligence: a Conceptual Framework
All artificial Intelligence (AI) systems make errors. These errors are u...
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02/06/2018
Augmented Artificial Intelligence
All artificial Intelligence (AI) systems make errors. These errors are u...
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09/05/2017
Knowledge Transfer Between Artificial Intelligence Systems
We consider the fundamental question: how a legacy "student" Artificial ...
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03/13/2017
Multivariate Gaussian and Student-t Process Regression for Multi-output Prediction
Gaussian process for vector-valued function model has been shown to be a...
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10/03/2016