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Understanding Machine Learning Principles: Learning, Inference, Generalization, and Computational Learning Theory

open access: yesMathematics
Machine learning has become indispensable across various domains, yet understanding its theoretical underpinnings remains challenging for many practitioners and researchers.
Ke-Lin Du   +4 more
doaj   +4 more sources

Integrating the Constructionist Learning Theory with Computational Thinking Classroom Activities

open access: yesInformatics in Education, 2019
In computer science education at school, computational thinking has been an emerging topic over the last decade. Even though, computational thinking is interpreted and integrated in classrooms in different ways, an identification process about what ...
Andrew CSIZMADIA   +2 more
doaj   +2 more sources

Computational learning theory: survey and selected bibliography

open access: yesProceedings of the twenty-fourth annual ACM symposium on Theory of computing - STOC '92, 1992
Permission to copy without fee all or part of this material ie granted provided that the copies are not made or distributed for direct commercial advantage, the ACM copyright notice and the title of the publication and its date appear, and notica is given that copying is by permission of the Association for Computing Machinery. To copy otherwise, or to
D. Angluin
semanticscholar   +2 more sources

Social learning through associative processes: a computational theory [PDF]

open access: yesRoyal Society Open Science, 2019
Social transmission of information is a key phenomenon in the evolution of behaviour and in the establishment of traditions and culture. The diversity of social learning phenomena has engendered a diverse terminology and numerous ideas about underlying ...
Johan Lind   +2 more
doaj   +3 more sources

A computational theory for the learning of equivalence relations [PDF]

open access: yesFrontiers in Human Neuroscience, 2011
Equivalence relations are logical entities that emerge concurrently with the development of language capabilities.In this work we propose a computational model that learns to build equivalence relations by learning simple conditional rules.
Sergio E Lew   +2 more
doaj   +4 more sources

Computational Learning Theory [PDF]

open access: yesLecture Notes in Computer Science, 1999
P. Fischer, H. Simon
semanticscholar   +2 more sources

Computational Learning Theory

open access: yesACM SIGACT News, 1995
M. Kearns, U. Vazirani
semanticscholar   +2 more sources

Wi-Fi Assisted Contextual Multi-Armed Bandit for Neighbor Discovery and Selection in Millimeter Wave Device to Device Communications

open access: yesSensors, 2021
The unique features of millimeter waves (mmWaves) motivate its leveraging to future, beyond-fifth-generation/sixth-generation (B5G/6G)-based device-to-device (D2D) communications.
Sherief Hashima   +3 more
doaj   +1 more source

Cost-Effective MAB Approaches for Reconfigurable Intelligent Surface Aided Millimeter Wave Relaying

open access: yesIEEE Access, 2022
Recently, reconfigurable intelligent surface (RIS) relaying is suggested as a talented technology for extending the millimeter wave (mmWave) coverage. However, finding out the best RIS relay to maximize the achievable data rate is a too time-consuming ...
Ehab Mahmoud Mohamed   +3 more
doaj   +1 more source

Two-Stage Multiarmed Bandit for Reconfigurable Intelligent Surface Aided Millimeter Wave Communications

open access: yesSensors, 2022
A reconfigurable intelligent surface (RIS) is a promising technology that can extend short-range millimeter wave (mmWave) communications coverage. However, phase shifts (PSs) of both mmWave transmitter (TX) and RIS antenna elements need to be optimally ...
Ehab Mahmoud Mohamed   +3 more
doaj   +1 more source

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