Second-order inductive learning

PA Flach - International Workshop on Analogical and Inductive …, 1989 - Springer
… give learning algorithms for that problem, and in doing so we will describe a learning paradigm
called second-order inductive learning in which the problem fits. This learning paradigm …

Deep transfer via second-order markov logic

J Davis, P Domingos - … international conference on machine learning, 2009 - dl.acm.org
… Standard inductive learning requires that training and test instances … learning systems,
if any, are capable of it. In this paper we propose an approach based on a form of second-order

Second-order induction in prediction problems

R Argenziano, I Gilboa - Proceedings of the National …, 2019 - National Acad Sciences
… Because this process deals with learning how first-order induction should … learn the weights
that optimize their performance in a classification task. The notion of second-order induction

Towards inductive generalisation in higher order logic

C Feng, S Muggleton - Machine Learning Proceedings 1992, 1992 - Elsevier
… several issues pertinent in inductive learning. The main … -- in this particular case it is second
order predicate constants such as "… A set of second order clause templates for transformation …

TODTLER: Two-order-deep transfer learning

J Van Haaren, A Kolobov, J Davis - … of the AAAI Conference on Artificial …, 2015 - ojs.aaai.org
… an instantiation of a set of second-order templates. Hence, the … over the second-order template
sets by learning in the source … between inductive learning and transfer learning is that the …

Training second-order recurrent neural networks using hints

CW Omlin, CL Giles - Machine Learning Proceedings 1992, 1992 - Elsevier
… Acknowledgements [Pratt 92] LY Pratt, Non-Literal Transfer of InforWe would like to acknowledge
useful discussions with mation among Inductive Learners, RJ Mammone D. Chen, HH …

Efficient hyperkernel learning using second-order cone programming

IWH Tsang, JTY Kwok - IEEE transactions on neural networks, 2006 - ieeexplore.ieee.org
learn the kernel function directly in an inductive setting. However, the associated … In
this paper, we show that this learning problem can be equivalently reformulated as a second-order

A theory of conditioning: Inductive learning within rule-based default hierarchies.

KJ Holyoak, K Koh, RE Nisbett - Psychological Review, 1989 - psycnet.apa.org
… (See Miller & Schachtman for arguments against the possibility that apparent enhancement
results entirely from extinction of second-order excitatory associations to the inhibitor.) …

A second order cone programming approach for semi-supervised learning

G Huang, S Song, JND Gupta, C Wu - Pattern Recognition, 2013 - Elsevier
… on the second order cone programming (SOCP) is introduced to learn an inductive decision
… a classifier using only the first and second order moments of the subsets without considering …

The power of second-order decision tables

R Hewett, J Leuchner - Proceedings of the 2002 SIAM International …, 2002 - SIAM
… a learning system that induces second-order decision tables from a given data set. Second-order
… Our induction system, SORCER, uses second-order decision tables as representations …