- logic,
statistical inference, and
supervised learning,
transduction or
transductive inference is
reasoning from observed,
specific (training)
cases to specific...
-
solves for the
class as an aid in
solving another set of problems. In the
transductive setting,
these unsolved problems act as exam questions. In the inductive...
- need for
labeled training instances in both the
standard inductive and
transductive settings. Some
methods for
shallow semantic parsing are
based on support...
-
these to
create prediction sets on a new (unlabeled) test data point. A
transductive version of CP was
first proposed in 1998 by Gammerman, Vovk, and Vapnik...
-
Transduction in
general is the
transportation or
transformation of
something from one form, place, or
concept to another. In psychology,
transduction refers...
-
possible to
bootstrap the
performance in a semi-supervised like
manner (or
transductive learning).
Unlike standard generalization in
machine learning, where...
- that color. Finally,
precausal thinking is
categorized by
transductive reasoning.
Transductive reasoning is when a
child fails to
understand the true relationships...
- and
label propagation in
bipartite heterogeneous networks to
improve transductive classification of texts.
Information Processing & Management, 52(2):217–257...
-
interaction through real-time EMG
classification via
inductive and
supervised transductive transfer learning".
Journal of
Ambient Intelligence and
Humanized Computing...
- (2020). "Zero-VAE-GAN:
Generating Unseen Features for
Generalized and
Transductive Zero-Shot Learning". IEEE
Transactions on
Image Processing. 29: 3665–3680...
