Learning Theory
2012
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Learning Theory
Presentation Preference Oral, Process Classi Cation, Matthias Seeger · 2007
We present distribution-free generalization error bounds which apply to a wide class of approximate Bayesian Gaussian process classi- cation (GPC) techniques, powerful nonparametric learning methods similar to Support Vector machines. The bounds use the PACBayesian theorem [8] for which we provide a simpli ed proof, leading to new insights into its relation to traditional VC type union bound techniques. Experiments on the MNIST database show that our bounds can be very tight for moderate training sample sizes. Our proofs require only elementary concepts of convexity well-known in Machine Learning and information theory, and the bounds give a strong learning-theoretical motivation for the use of Bayesian GPC techniques.
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Learning theory
Bolles, Robert Charles · 1975
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Learning Theory
Perry R. Rettig, Toni M. Bailey · Rowman & Littlefield Publishers eBooks · 2023
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Learning Theory
Nicole R. Dorey · 2019
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Learning theory.
Norman R. Ellis · Contemporary Psychology · 1971
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LEARNING THEORY
Muthmainnah Muthmainnah, Nenni Dwi Aprianti Lubis · 2021
Learning is a dynamic process in which information and experience can be transformed into knowledge, abilities, actions and attitudes. Different theories of learning help us understand how we learn. Many teaching methods have also shown that they have been effective. We must also take into account the many different teaching roles and their importance; each role server as a means of learning is created. Some teachers (expert, formal instructor, authority, facilitator and delegator of the personal model), while other teachers rely on the same techniques that are proven and checked. However, adapting teaching methods to accommodate the situation and invidual needs are part of a most effective method of teaching. It has demonstrated the significance of teaching behavior and the different teaching methods and the forecast benefits of student learning.
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Learning Theory
The SAGE Glossary of the Social and Behavioral Sciences · 2009
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Learning Theory
Ding-Xuan Zhou, Qiang Wu, Yiming Ying · RePEc: Research Papers in Economics
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Learning theory
Ali Asghar Pour Haji Kazem · Elsevier eBooks · 2024
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LEARNING THEORY
Muthmainnah -- · OSF Preprints (OSF Preprints) · 2021
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Learning Theory
2023
This part introduction presents an overview of the key concepts discussed in the subsequent chapters. The part discusses the learning theory behind the Waldorf educational method. Various theories of teaching and learning offer different approaches to understanding human learning; thus, the part explores how far such theories can offer theoretical clarification for the distinctive features of Waldorf education. It offers a detailed overview of the various scientific positions that developed in the last hundred years. The part then presents different approaches to human learning and contrasts them with the pedagogic concepts of Waldorf education, referencing Steiner's Study of Man with special consideration of his relevant legacy of lectures. It also develops the epistemological foundations of Waldorf education's concept of learning and reiterates once again some core aspects of learning such as transformation, forgetting, abilities, wholistic orientation, truth, and meaningfulness.
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Learning Theory
Encyclopedia of Social Psychology · 2007
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Learning Theory
2022
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Learning Theory
Arash Gharehbaghi · 2023
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Learning Theory
2016
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Learning Theory
Matthew R.Marvel · Encyclopedia of New Venture Management · 2012
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Learning Theory
Michael W. Macy · Encyclopedia of Social Theory · 2005
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Learning Theory
Mark S. Davis · The Concise Dictionary of Crime and Justice · 2002
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Learning theory
Clive R. Hollin · 2018
This chapter discusses three distinct variations of learning theory – learning through association, learning through consequences and social learning theory – that may be applied to formulate an explanation of criminal behaviour. The Nobel Prize-winning Russian physiologist Ivan Pavlov famously demonstrated, in a process now called classical conditioning, how the behaviour of dogs can be prompted by a learned association between a specific stimulus, such as a light or a sound, and the arrival of food. It was the American psychologist B. F. Skinner, however, who framed the principles of operant learning to clarify how behaviour is acquired and maintained through its effects on the environment. The American psychologist Albert Bandura formulated social learning theory, which includes reinforcement in an operant sense but gives added emphasis to the role of cognition in learning. Social learning theory has heralded interest in the role of emotion in criminal acts.
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