標題: Titlebook: Learning and Generalisation; With Applications to M. Vidyasagar Book 2003Latest edition Springer-Verlag London 2003 Computer.Control Theory [打印本頁] 作者: 分期 時間: 2025-3-21 19:10
書目名稱Learning and Generalisation影響因子(影響力)
書目名稱Learning and Generalisation影響因子(影響力)學(xué)科排名
書目名稱Learning and Generalisation網(wǎng)絡(luò)公開度
書目名稱Learning and Generalisation網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Learning and Generalisation被引頻次
書目名稱Learning and Generalisation被引頻次學(xué)科排名
書目名稱Learning and Generalisation年度引用
書目名稱Learning and Generalisation年度引用學(xué)科排名
書目名稱Learning and Generalisation讀者反饋
書目名稱Learning and Generalisation讀者反饋學(xué)科排名
作者: 革新 時間: 2025-3-21 21:56 作者: 艦旗 時間: 2025-3-22 03:46 作者: Invigorate 時間: 2025-3-22 05:22
Book 2003Latest editionen system identification and learning theory;..? probabilistic solution of ‘intractable problems‘ in robust control and matrix theory using randomized algorithms...It also contains solutions to some of the open problems posed in the first edition, while adding new open problems. .作者: 充滿人 時間: 2025-3-22 09:48
Distribution-Free Learning,nsion or the P-dimension. Moreover, we will see in Chapter 8 that, under suitable conditions, a little prior knowledge about the probability does not really help, in the following sense: Learning when there is so-called nonparametric uncertainty about the underlying probability measure is as difficu作者: GEAR 時間: 2025-3-22 13:42
Applications to Neural Networks,ficiently large number of input-output pairs, it can then correctly predict all future input-output pairs, even for those inputs that the network has not seen previously. In the absence of the generalization ability, there is no reason to use a neural network merely to reproduce . input-output pairs作者: Antigen 時間: 2025-3-22 19:13
M. Vidyasagar PhD. Studies have shown the efficacy of IVC filters for reducing the risk of recurrent symptomatic PE but have also revealed an increased risk for DVT and clot propagation. Additionally, there has been increasing recognition of device-related complications, including filter migration, fracture, and pen作者: chance 時間: 2025-3-22 23:36 作者: ethnology 時間: 2025-3-23 01:43
M. Vidyasagar PhDieval includes the use of endovascular snares; however alternative methods such as endobronchial forceps or laser sheath ablation may be needed in complicated cases. Studies have shown the efficacy of IVC filters for reducing the risk of recurrent symptomatic PE but have also revealed an increased r作者: 態(tài)學(xué) 時間: 2025-3-23 08:03 作者: 無畏 時間: 2025-3-23 11:08 作者: compassion 時間: 2025-3-23 14:49
M. Vidyasagar PhDmutual hostilities during the late nineteenth century “great game”—indicates that a path to peace with contemporary Russia is at least viable.?The question remains as to whether Saudi Arabia, Israel, and Iran, as well as India and Pakistan, can put an end to their proxy wars and whether North Korea 作者: Lipoma 時間: 2025-3-23 20:51
M. Vidyasagar PhD Soviet Union in 1979, and US policies of roll back and horizontal escalation. The chapter concludes with a discussion of US support for the Afghan mujahedin, and NATO’s Able Archer exercises in 1983 and perceived US/NATO, Japanese, Saudi, and Chinese efforts to “encircle” the Soviet Union.作者: PLE 時間: 2025-3-24 00:04
M. Vidyasagar PhDperiments, comparing recorded and expected results, and critical evaluation of the method used, we have proven that Markov chains can be effectively applied to yield an accurate prediction of the future state. And with this, we wish to have shed some light on devising innovative ideas on examining d作者: macabre 時間: 2025-3-24 04:41 作者: 小畫像 時間: 2025-3-24 09:10
M. Vidyasagar PhDa novel combination of turning policies and reserved lanes to manage mixed traffic. Turning policies limit the available turning options depending on the lane a vehicle is on, while reserved lanes segregate vehicles by type. This is a unique approach to manipulate vehicle trajectories, as efforts ha作者: Implicit 時間: 2025-3-24 14:41
M. Vidyasagar PhDpular belief, peaceful music stimulates greater EEG variation. This leads to greater distractibility, affecting task performance. The application of our results has the potential to improve currently misinformed practises in educational pedagogy and classroom practise.作者: 創(chuàng)作 時間: 2025-3-24 18:34
Uniform Convergence of Empirical Means,lity (as well as with respect to the function whose mean is being estimated empirically). In each case, several necessary and sufficient conditions for the required uniform convergence are stated and proved.作者: HALL 時間: 2025-3-24 20:55 作者: visceral-fat 時間: 2025-3-25 01:56
Introduction, “concepts” are amenable to machine learning, and which are not. It turns out that the type of “l(fā)earning” discussed here can also be interpreted naturally as “generalization,” especially in the context of neural networks.作者: 輕觸 時間: 2025-3-25 06:42 作者: 前面 時間: 2025-3-25 09:00 作者: CAMEO 時間: 2025-3-25 12:48
Book 2003Latest edition on the basis of examples?..? How can a neural network, after training, correctly predict the outcome of a previously unseen input?..? How much training is required to achieve a given level of accuracy in the prediction?..? How can one identify the dynamical behaviour of a nonlinear control system b作者: 指數(shù) 時間: 2025-3-25 18:36
Some Open Problems, are retained, and are discussed in that order. Wherever the problem has been solved, the solution is briefly summarized. In case the problem still remains open, the original motivating discussion is retained.作者: Inflammation 時間: 2025-3-25 21:59 作者: 改良 時間: 2025-3-26 03:25 作者: Condyle 時間: 2025-3-26 05:32
Introduction,form not merely numerical computations, but also more human-like tasks such as learning new concepts, solving problems, and so on. One of the objectives of the present monograph is to formulate one specific class of models of “l(fā)earning” that seems natural for a machine, and to explore which types of作者: 怕失去錢 時間: 2025-3-26 09:32 作者: 異端邪說下 時間: 2025-3-26 13:48
Vapnik-Chervonenkis, Pseudo- and Fat-Shattering Dimensions,is rather unfortunate, as the three “dimensions” have nothing at all to do with the dimension of a vector space, except in very special situations. Rather, these “dimensions” are combinatorial parameters that measure the “richness” of concept classes or function classes. The Vapnik-Chervonenkis dime作者: 職業(yè)拳擊手 時間: 2025-3-26 19:20 作者: 冥想后 時間: 2025-3-26 22:47
Learning Under a Fixed Probability Measure,arious necessary and/or sufficient conditions are presented for a concept class or a function class to be learnable. The principal results of the chapter can be summarized as follows: Suppose the input sequence to the learning algorithm is i.i.d. Then we have the following:作者: 最高點 時間: 2025-3-27 03:11
Distribution-Free Learning,tudied in the present chapter can in some sense be thought of as being at the other end of the spectrum. The focus here is on so-called . learning; that is, the probability measure generating the samples can be . probability measure on the underlying measurable space. In other words, there is a . of作者: GOAD 時間: 2025-3-27 07:42 作者: 不合 時間: 2025-3-27 13:00
Applications to Neural Networks,de has witnessed a tremendous surge of interest in the application of neural networks for a variety of purposes. In essence, almost all of these applications can be summarized as follows: Given a set of randomly generated data, and a family of neural networks all sharing a common “architecture,” con作者: 可觸知 時間: 2025-3-27 14:08 作者: 托運 時間: 2025-3-27 19:28 作者: incarcerate 時間: 2025-3-28 01:16
a "How To" section so trainees can be prepared for each case.This fully updated new edition is a comprehensive guide to interventional radiology (IR) for medical students, residents, early career attendings, nurse practitioners and physician assistants. The .IR Playbook. includes procedures, new and作者: HEPA-filter 時間: 2025-3-28 06:01 作者: DRAFT 時間: 2025-3-28 07:39 作者: CONE 時間: 2025-3-28 10:37 作者: 挑剔小責(zé) 時間: 2025-3-28 16:12 作者: 把手 時間: 2025-3-28 19:11 作者: PANIC 時間: 2025-3-29 01:18
M. Vidyasagar PhDnous access allows for safe, long-term delivery of a variety of therapies that cannot be delivered through peripheral venous access. While the role of central venous access in modern medicine was established by surgeons and anesthesiologists, the development of percutaneous (rather than surgical) ve作者: CHAR 時間: 2025-3-29 05:03 作者: ULCER 時間: 2025-3-29 10:34
M. Vidyasagar PhDragile collaborative factors of the US–Soviet “double containment” that helped to prevent major power or nuclear conflict during the Cold War and that likewise worked to prevent the rise of numerous state and anti- or alt-state socio-political movements that could potentially challenge Soviet and/or作者: 無效 時間: 2025-3-29 12:05 作者: Folklore 時間: 2025-3-29 16:38
M. Vidyasagar PhDn hindered by a lack of suitable low resistance ohmic contacts, resulting in high contact resistances and low electron mobilities. Our study aims to investigate the performances of alternative contacts strategies such as exfoliated graphite contacts, bottom-up gold (Au) contacts and evaporated gold-作者: 議程 時間: 2025-3-29 22:56 作者: Eructation 時間: 2025-3-30 02:00
M. Vidyasagar PhDd by different moods of background music, on the cognitive functions of an individual. Participants were asked to perform a test battery of a total of three cognitive tasks, each focussing on a different cognitive function: attention, working memory, and task-switching abilities. The set of tasks wa作者: Compatriot 時間: 2025-3-30 06:22 作者: spondylosis 時間: 2025-3-30 11:09
