INCUR
发表于 2025-3-26 22:21:46
Inductive inference machines that can refute hypothesis spaces,tion in the limit. Finally we show that for any ., the class, i.e. hypothesis space, of length-bounded EFS‘s with at most . axioms is inferable in our sense, that is, the class is refutable by a consistently working inductive inference machine. This means that sufficiently large hypothesis spaces are identifiable and refutable.
狂热文化
发表于 2025-3-27 03:54:49
http://reply.papertrans.cn/16/1530/152985/152985_32.png
松软无力
发表于 2025-3-27 08:46:36
Use of reduction arguments in determining Popperian FIN-type learning capabilities,ies, by presenting an ω. sequence of learning capabilities beginning at 1/2 which converges to 2/5. We believe that this sequence forms the . of the learning capabilities in this interval, but that the actual capability structure is very much more complex.
Override
发表于 2025-3-27 10:03:41
Reformulation of explanation by linear logic toward logic for explanation, Their formalisms, however, suffer inconveniences from the nature of the logic underlying them — .. This paper explores one of the crucial inconveniences stemming from classical logic and attempts newly to construct an adequate logic for “explanation” based on ..
切割
发表于 2025-3-27 17:39:31
On the duality between mechanistic learners and what it is they learn,lly learns a collection of functions. In this work, we consider the perspective of starting with a set of functions, and considering the collection of learning algorithms that are successful at learning the given functions. Some strong dualities are revealed.
conjunctivitis
发表于 2025-3-27 17:57:13
Lecture Notes in Computer Sciencehttp://image.papertrans.cn/a/image/152985.jpg
Mets552
发表于 2025-3-28 01:13:24
https://doi.org/10.1007/978-3-531-90520-4This paper discusses some problems in Molecular Biology to which learning paradigms may be applicable. As a case, we present our recent study on knowledge discovery from amino acid sequences by PAC-learning paradigm.
使隔离
发表于 2025-3-28 02:18:09
https://doi.org/10.1007/978-3-531-90520-4A clausal system . for inductive inference is proposed. Given back-ground knowledge . and an observed fact ., each represented in terms of clauses, it infers a set . of clauses such that . ∪ .⊢ .. It is ., i.e., can find every possible . regardless of whether . = □ or not. When hypothesis generation is suppressed, it simulates OL-deduction
annexation
发表于 2025-3-28 08:03:21
Der Bologna-Prozess als PolitiknetzwerkStatistical Discriminant Analysis is a classical technique in pattern matching with applications for classification problems and more general decision tasks. In this paper, we use a specific class of discriminant functions which we call product discriminant functions, or simply PDF‘s. Our main results for PDF‘s are the following:
孵卵器
发表于 2025-3-28 11:32:26
http://reply.papertrans.cn/16/1530/152985/152985_40.png