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Degrees of inferability

Proceedings of the fifth annual workshop on Computational learning theory, 1992
Most theories of learning consider inferring a function f from either (1) observations about f or, (2) questions about f. We consider a scenario whereby the learner observes fand asks queries to some set A. EX[A] is the set of concept classes EX-learnable by an inductive inference machine with oracle A. A and F are EX-equivalent if EX[A] = EX[B].
Kummer, Martin   +7 more
openaire   +1 more source

Generalizing Monotonicity Inferences to Opposition Inferences

2012
This paper generalizes the notion of monotonicities to opposition properties (OPs). Some propositions regarding the OPs of determiners will be proposed and proved. We will also define the notion of OP-chain and deduce a condition that enables us to determine the OPs of an iterated quantifier in its predicates based on the OPs of its constituent ...
openaire   +1 more source

A curious inference

Journal of Philosophical Logic, 1987
The paper discusses the proof of a statement about a recursively defined rapidly increasing function. The hypotheses involve universal quantifiers and the statement is easily proved in second order logic. An estimate of the size of the set needed to replace the quantifiers by Gentzen cuts shows that the first order proof would need a number of symbols ...
openaire   +2 more sources

Dynamic Inference

Operations Research, 1965
We consider a model for dynamic uncertain processes that affords considerably more generality of formulation than do Markovian models or their derivatives. The underlying statistical parameters of a stochastic process that produces observable outputs are themselves allowed to change at times generated by another stochastic process.
openaire   +2 more sources

Post-Selection Inference

Annual Review of Statistics and Its Application, 2022
Todd A Küffner
exaly  

Inferring the inferred

IMA Journal of Management Mathematics, 1996
openaire   +1 more source

The frontier of simulation-based inference

Proceedings of the National Academy of Sciences of the United States of America, 2020
K Cranmer   +2 more
exaly  

Spectrum Inference in Cognitive Radio Networks: Algorithms and Applications

IEEE Communications Surveys and Tutorials, 2018
Guoru Ding, Yutao Jiao, Jinlong Wang
exaly  

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