Learning functional transduction

M Chalvidal, T Serre… - Advances in Neural …, 2024 - proceedings.neurips.cc
learn a single target function (one row), our model learns to approximate instantaneously an
infinity of them. Meta-learning functional regression In this work, we meta-learn a … function O …

Learning by transduction

A Gammerman, V Vovk, V Vapnik - arXiv preprint arXiv:1301.7375, 2013 - arxiv.org
… If P is a family of probability distributions, we define a P-measure of impossibility to be a
function which is a P-measure of impossibility for all Pe P. Most of all we are interested in the cm(…

Cerebellar long-term depression: characterization, signal transduction, and functional roles

M Ito - Physiological reviews, 2001 - journals.physiology.org
… , the complex signal transduction mechanisms of LTD have … transduction mechanisms
provides new tools for investigating functional roles of LTD in various forms of cerebellar learning

Support vector machine learning algorithm and transduction

A Gammermann - Computational Statistics, 2000 - Springer
… We consider the problem of learning as a problem of estimating a function given a set of
examples (vectors) (x 1 , y 1 ), …, (x T , y T ), where x t is a vector of attributes and y t is a label. …

Lost in transduction: Transductive transfer learning in text classification

A Moreo, A Esuli, F Sebastiani - ACM Transactions on Knowledge …, 2021 - dl.acm.org
… Transductive Transfer Learning denotes the transfer learning … ’s original definition of “transduction”,
current terminology in … term “transduction” has been misused in the transfer learning

Protein function prediction as a graph-transduction game

S Vascon, M Frasca, R Tripodi, G Valentini… - Pattern Recognition …, 2020 - Elsevier
… on this field of research, named graph transduction, we refer to [30]. Formally … function
assigning a non-negative similarity value to each edge ϵ ∈ E. The task of transduction learning is …

Glutamate receptors and signal transduction in learning and memory

S Peng, Y Zhang, J Zhang, H Wang, B Ren - Molecular biology reports, 2011 - Springer
… of learning and memory. The progress in the understanding of the glutamate receptors and
related signal transduction systems in learning … and functional characteristics. In a variety of …

Query by transduction

SS Ho, H Wechsler - IEEE transactions on pattern analysis and …, 2008 - ieeexplore.ieee.org
learning algorithm, called Query-by-Transduction (QBT), based on p-values obtained
from a transductive learning … a number of reference points for function approximation (regression) …

Transduction and Science Learning: Multimodality in the Physics Laboratory.

TS Volkwyn, J Airey, B Gregorcic, F Heijkenskjöld - Designs for Learning, 2019 - ERIC
transduction in the teaching and learning of science. We start out by discussing the function
… We then go on to illustrate the role that transduction can play in the teaching and learning of …

Learning context-sensitive shape similarity by graph transduction

X Bai, X Yang, LJ Latecki, W Liu… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
… a shape distance function, which does not need to be a metric, we learn a new distance
function that is expressed by … We introduce now a method to learn a new similarity function simT …