compel
发表于 2025-3-30 11:37:13
Unifying Divergence Minimization and Statistical Inference Via Convex Dualityl of approximate maximum entropy estimation is maximum a posteriori estimation as a special case. Moreover, our treatment leads to stability and convergence bounds for many statistical learning problems. Finally, we show how an algorithm by Zhang can be used to solve this class of optimization probl
athlete’s-foot
发表于 2025-3-30 13:14:08
Learning Bounds for Support Vector Machines with Learned Kernelselative to which this margin is defined, is chosen from a family of kernels based on the training sample. For a kernel family with ..., we present a bound of . on the estimation error for SVMs with margin .. This is the first bound in which the relation between the margin term and the family-of-kern
职业
发表于 2025-3-30 18:00:59
On Optimal Learning Algorithms for Multiplicity Automatar more of the following resources: Equivalence queries, Membership queries or Arithmetic operations in the field .. This is in particular interesting when access to one or more of the above resources is significantly more expensive than the others..We apply new algebraic approach based on Matrix The
Pathogen
发表于 2025-3-30 23:22:03
Exact Learning Composed Classes with a Small Number of Mistakesa class of polynomial number of concepts gives a learnable class. In this paper we extend the Composition Lemma as follows: we show that composing an attribute efficient learnable class with a learnable class with polynomial shatter coefficient gives a learnable class..This result extends many resul
大漩涡
发表于 2025-3-31 02:04:17
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中止
发表于 2025-3-31 06:49:04
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depreciate
发表于 2025-3-31 12:19:35
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arsenal
发表于 2025-3-31 15:24:10
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anticipate
发表于 2025-3-31 19:12:49
György Turán Using telecommunications we create a virtual reality involving people from around the globe simultaneously. This has significant applications in the arts, education, science, and industry since it provides a real-time, interactive link between people and projects in distant geographic locations. Te
终端
发表于 2025-4-1 01:44:19
Vladimir Vovk on different modes of innovation and learning across firms and their production systems. On these bases we specify a particular taxonomy of firms based on the learning processes that operate within and across firms in specific local production systems. It is an important research objective as a det