Blessing of dimensionality: mathematical foundations of the statistical physics of data

10 January 2018

A. N. Gorban

Papers citing "Blessing of dimensionality: mathematical foundations of the statistical physics of data"

21 / 21 papers shown

Title
A Mathematical Framework for the Problem of Security for Cognition in Neurotechnology Bryce Allen Bagley Claudia K Petritsch 66 0 0 28 Jan 2025
Residual Random Neural Networks M. Andrecut 26 0 0 25 Oct 2024
Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models Zeyu Zhou Ruqi Bai Sean Kulinski Murat Kocaoglu David I. Inouye CML 26 1 0 20 Jun 2023
Agile gesture recognition for capacitive sensing devices: adapting on-the-job Ying Liu Liucheng Guo V. Makarov Yuxiang Huang Alexander N. Gorban Evgeny Mirkes Ivan Y. Tyukin 24 2 0 12 May 2023
Mutual Information Learned Regressor: an Information-theoretic Viewpoint of Training Regression Systems Jirong Yi Q. Zhang Zhengbo Chen Qiaoan Liu Weizhuo Shao Yusen He Yao Wang SSL 28 0 0 23 Nov 2022
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation Qinghua Zhou Alexander N. Gorban Evgeny M. Mirkes Jonathan Bac A. Zinovyev I. Tyukin 28 2 0 30 Mar 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 80 120 0 11 Nov 2021
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures Evgeny Osipov Sachin Kahawala D. Haputhanthri Thimal Kempitiya Daswin De Silva D. Alahakoon Denis Kleyko 44 26 0 15 Oct 2021
Computing on Functions Using Randomized Vector Representations E. P. Frady Denis Kleyko Christopher J. Kymn Bruno A. Olshausen Friedrich T. Sommer 30 69 0 08 Sep 2021
High-dimensional separability for one- and few-shot learning Alexander N. Gorban Bogdan Grechuk Evgeny M. Mirkes Sergey V. Stasenko I. Tyukin DRL 42 20 0 28 Jun 2021
Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching Jiabao Lei Kui Jia Yi Ma 15 10 0 18 Jun 2021
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware Denis Kleyko Mike Davies E. P. Frady P. Kanerva Spencer J. Kent ... Evgeny Osipov J. Rabaey D. Rachkovskij Abbas Rahimi Friedrich T. Sommer 40 57 0 09 Jun 2021
Independent mechanism analysis, a new concept? Luigi Gresele Julius von Kügelgen Vincent Stimper Bernhard Schölkopf M. Besserve CML 23 100 0 09 Jun 2021
A Metamodel and Framework for Artificial General Intelligence From Theory to Practice Hugo Latapie Özkan Kiliç Gaowen Liu Yan Yan Ramana Rao Kompella Pei Wang K. Thórisson Adam Lawrence Yuhong Sun Jayanth Srinivasa AI4CE 33 9 0 11 Feb 2021
A Metamodel and Framework for AGI Hugo Latapie Özkan Kiliç 19 1 0 28 Aug 2020
Analytic Marching: An Analytic Meshing Solution from Deep Implicit Surface Networks Jiabao Lei Kui Jia 22 21 0 16 Feb 2020
Blessing of dimensionality at the edge I. Tyukin Alexander N. Gorban A. McEwan Sepehr Meshkinfamfard Lixin Tang 21 8 0 30 Sep 2019
Estimating the effective dimension of large biological datasets using Fisher separability analysis L. Albergante Jonathan Bac A. Zinovyev 20 37 0 18 Jan 2019
Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study I. Tyukin Alexander N. Gorban Stephen Green Danil Prokhorov 22 15 0 12 Oct 2018
Robust And Scalable Learning Of Complex Dataset Topologies Via Elpigraph L. Albergante Evgeny M. Mirkes Huidong Chen Alexis Martin Louis Faure E. Barillot Luca Pinello Alexander N. Gorban A. Zinovyev 9 56 0 20 Apr 2018
Stochastic Configuration Networks: Fundamentals and Algorithms Dianhui Wang Ming Li 23 488 0 10 Feb 2017