作者: Cervical-Spine 時(shí)間: 2025-3-21 20:36
A Function Representation for Learning in Banach Spacesh spaces and show how this function representation naturally arises in that problem. Furthermore, we provide circumstances in which these representations are dense relative to the uniform norm and discuss how the parameters in such representations may be used to fit data.作者: 刺穿 時(shí)間: 2025-3-22 03:59 作者: LASH 時(shí)間: 2025-3-22 05:54
Regret Bounds for Hierarchical Classification with Linear-Threshold Functions the number of training examples and depends in a detailed way on the interaction between the process parameters and the taxonomy structure. Preliminary experiments on real-world data provide support to our theoretical results.作者: Limpid 時(shí)間: 2025-3-22 11:39 作者: AGONY 時(shí)間: 2025-3-22 16:22
Concentration Bounds for Unigrams Language Modelarning algorithm is its expected per-word log-loss. We show that the leave-one-out method can be used for estimating the log-loss of the unigrams model with a PAC error of approximately ., for any distribution..We also bound the log-loss a priori, as a function of various parameters of the distribution.作者: 跑過 時(shí)間: 2025-3-22 18:49 作者: ineluctable 時(shí)間: 2025-3-23 00:30
Learning Classes of Probabilistic Automata stochastic languages. We show that a MA may generate a stochastic language that cannot be generated by a PFA, but we show also that it is undecidable whether a MA generates a stochastic language. Finally, we propose a learning algorithm for a subclass of PFA, called PRFA.作者: 憤怒事實(shí) 時(shí)間: 2025-3-23 02:57 作者: connoisseur 時(shí)間: 2025-3-23 09:35 作者: Ambiguous 時(shí)間: 2025-3-23 09:44 作者: 微塵 時(shí)間: 2025-3-23 17:39
Online Geometric Optimization in the Bandit Setting Against an Adaptive Adversarym only observes its cost, ...... Awerbuch and Kleinberg [2] give an algorithm for the bandit version for the case of an oblivious adversary, and an algorithm that works against an adaptive adversary for the special case of the shortest path problem. They leave open the problem of handling an adaptiv作者: 植物群 時(shí)間: 2025-3-23 19:57
Replacing Limit Learners with Equally Powerful One-Shot Query Learnersal parameters of the query learning model are the type of queries (membership, restricted superset, or restricted disjointness queries) and the underlying hypothesis space (uniformly recursive, uniformly r. e., or uniformly 2-r. e. families). The characterizations of Gold-style language learning are作者: LARK 時(shí)間: 2025-3-24 01:04 作者: 實(shí)現(xiàn) 時(shí)間: 2025-3-24 03:30 作者: 最初 時(shí)間: 2025-3-24 08:13
Sham M. Kakade,Dean P. Fosteromplex granules (c-granules), belonging to a single agent and/or to a groupof agents;.(c) developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP..?The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC mo作者: 埋葬 時(shí)間: 2025-3-24 12:47
Nader H. Bshoutyd design/manufacture), interactive graphic techniques have attained considerable importance. In CAD/CAM systems a dialogue can be established between the user and the machine using a variety of easy to operate communication devices. Due to the recent developments in hardware and software (for modelling, visua978-94-010-8958-6978-94-009-5578-3作者: mechanical 時(shí)間: 2025-3-24 18:31 作者: Fulsome 時(shí)間: 2025-3-24 22:35
Nicolò Cesa-Bianchi,Alex Conconi,Claudio Gentileanufacture), interactive graphic techniques have attained considerable importance. In CAD/CAM systems a dialogue can be established between the user and the machine using a variety of easy to operate communication devices. Due to the recent developments in hardware and software (for modelling, visua作者: Forsake 時(shí)間: 2025-3-25 01:15
H. Brendan McMahan,Avrim Blumanufacture), interactive graphic techniques have attained considerable importance. In CAD/CAM systems a dialogue can be established between the user and the machine using a variety of easy to operate communication devices. Due to the recent developments in hardware and software (for modelling, visua作者: 很像弓] 時(shí)間: 2025-3-25 06:31 作者: 燕麥 時(shí)間: 2025-3-25 09:51
Daniel Reidenbachacets and the associated subfacets (e.g., research focus, task, system feature) here as they jointly serve as the basis for user study design. Then, we identify a series of easily ignored, under–reported facets that may significantly affect the process and result of user study.作者: 產(chǎn)生 時(shí)間: 2025-3-25 11:50 作者: 放牧 時(shí)間: 2025-3-25 15:48 作者: Herbivorous 時(shí)間: 2025-3-25 23:54
Tu?kan Batu,Sudipto Guha,Sampath Kannanhe related literature with respect to the underlying analytical tasks and methods of integration. In addition, we focus on how such methods are applied to the biomedical domain and present a concise overview within our taxonomy. Finally, we discuss some open problems and future challenges.作者: expound 時(shí)間: 2025-3-26 00:44 作者: 江湖郎中 時(shí)間: 2025-3-26 05:24
developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP..?The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC mo978-3-319-86211-8978-3-319-57627-5Series ISSN 2367-3370 Series E-ISSN 2367-3389 作者: 施加 時(shí)間: 2025-3-26 09:13
Sham M. Kakade,Michael Kearns,Luis E. Ortizdeveloping methodologies based on the IGrC model to minimize the negative consequences of the TPGP..?The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC mo978-3-319-86211-8978-3-319-57627-5Series ISSN 2367-3370 Series E-ISSN 2367-3389 作者: Melodrama 時(shí)間: 2025-3-26 13:34 作者: Cleave 時(shí)間: 2025-3-26 19:00 作者: LUDE 時(shí)間: 2025-3-26 22:35 作者: Defiance 時(shí)間: 2025-3-27 03:00
Sham M. Kakade,Michael Kearns,Luis E. Ortizievements related to the design and implementation of comple.The book outlines selected projects conducted under the supervision of the author. Moreover, it discusses signi?cant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scienti?c domains worldwide, a作者: incision 時(shí)間: 2025-3-27 06:08
Sham M. Kakade,Dean P. Fosteranular Computing (IGrC) and numerous dynamically developing scienti?c domains worldwide, along with features characteristic of the author’s approach to IGrC. The results presented are a continuation and elaboration of various aspects of Wisdom Technology, initiated and developed in cooperation with 作者: deactivate 時(shí)間: 2025-3-27 09:45
Shie Mannorievements related to the design and implementation of comple.The book outlines selected projects conducted under the supervision of the author. Moreover, it discusses signi?cant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scienti?c domains worldwide, a作者: 漂泊 時(shí)間: 2025-3-27 15:07 作者: ALTER 時(shí)間: 2025-3-27 21:17
Nicolò Cesa-Bianchi,Gábor Lugosi,Gilles Stoltztilization of the computer and its peripheral hardware to produce electronic images tends to be symbolic of the ‘ultimate’ usage of the computer in design. On the other hand, in many circles of engineering design, the finite element method is considered interchangeable with the term CAD. The method 作者: cluster 時(shí)間: 2025-3-27 22:49
Nicolò Cesa-Bianchi,Alex Conconi,Claudio Gentileshould be increasing in importance as a means of com- munication. Computer graphics have only recently come to the atten- tion of the general public, mainly through animated drawings, advertise- ments and video games. The quality of the pictures is often such that, unless informed of the fact, peopl作者: 緊張過度 時(shí)間: 2025-3-28 05:08
H. Brendan McMahan,Avrim Blumshould be increasing in importance as a means of com- munication. Computer graphics have only recently come to the atten- tion of the general public, mainly through animated drawings, advertise- ments and video games. The quality of the pictures is often such that, unless informed of the fact, peopl作者: Lice692 時(shí)間: 2025-3-28 09:27
Fran?ois Denis,Yann Espositooncept or entity into several specific, interre– lated facets and dimensions and thereby can facilitate theorization, typology development, as well as the associated empirical studies. One of the most relevant faceted frameworks in the area of IIR is Li and Belkin’s (2008) faceted classification sch作者: 果仁 時(shí)間: 2025-3-28 13:22 作者: Working-Memory 時(shí)間: 2025-3-28 16:52
Steffen Lange,Sandra Zilles of us who are fortunate enough to have good eyesight, the experience of seeing a child’s smile, the skillful brushwork of a Constable painting, the subtle colors of an orchid, or the majesty of a sunset are beyond description. There are such enormous evolutionary advantages to an animal having visi作者: Esalate 時(shí)間: 2025-3-28 19:43
Evgeny Drukh,Yishay Mansourual Inspection and Robot Vision. This publication presents the state of the art in image processing. It discusses techniques which have been developed for designing machines for use in industrial inspection and robot control, putting the emphasis on software and algorithms. A comprehensive set of im作者: 陪審團(tuán) 時(shí)間: 2025-3-29 01:41
Tu?kan Batu,Sudipto Guha,Sampath Kannanthe information in large and complex data sets has been in the focus of several research fields such as statistics, data mining, machine learning, and visualization. While the first three fields predominantly rely on computational power, visualization relies mainly on human perceptual and cognitive 作者: exhilaration 時(shí)間: 2025-3-29 05:20
Peter L. Bartlett,Shahar Mendelson,Petra Philips 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作者: 皮薩 時(shí)間: 2025-3-29 08:42 作者: pessimism 時(shí)間: 2025-3-29 14:57 作者: 尾隨 時(shí)間: 2025-3-29 18:27 作者: curettage 時(shí)間: 2025-3-29 20:06
Reinforcement Learning for Average Reward Zero-Sum Games Q-learning and the second on Q-learning for stochastic shortest path games. Convergence is proved using the ODE (Ordinary Differential Equation) method. We further discuss the case where not all the actions are played by the opponent with comparable frequencies and present an algorithm that converg作者: impaction 時(shí)間: 2025-3-30 02:43
Minimizing Regret with Label Efficient Predictionorecaster does not have access to the outcomes of the sequence to be predicted unless he asks for it, which he can do for a limited number of times. We determine matching upper and lower bounds for the best possible excess error when the number of allowed queries is a constant. We also prove that a 作者: Abutment 時(shí)間: 2025-3-30 07:22 作者: faction 時(shí)間: 2025-3-30 09:01
Online Geometric Optimization in the Bandit Setting Against an Adaptive Adversarytive adversary. In this problem we are given a bounded set .????. of feasible points. At each time step ., the online algorithm must select a point ..?∈?. while simultaneously an adversary selects a cost vector ..?∈??.. The algorithm then incurs cost ...... Kalai and Vempala show that even if . is e作者: 剝削 時(shí)間: 2025-3-30 16:15
Learning Classes of Probabilistic Automataopen field of research. We show that PFA are identifiable in the limit with probability one. Multiplicity automata (MA) is another device to represent stochastic languages. We show that a MA may generate a stochastic language that cannot be generated by a PFA, but we show also that it is undecidable作者: ticlopidine 時(shí)間: 2025-3-30 18:47 作者: conception 時(shí)間: 2025-3-30 22:50
Replacing Limit Learners with Equally Powerful One-Shot Query Learners change its mind arbitrarily often before converging to a correct hypothesis—to .—interpreting learning as a . in which the learner is required to identify the target concept with just one hypothesis. Although these two approaches seem rather unrelated at first glance, we provide characterizations o作者: 極力證明 時(shí)間: 2025-3-31 04:41 作者: 刺耳的聲音 時(shí)間: 2025-3-31 05:37
Learning a Hidden Graph Using ,(log ,) Queries Per Edgees an edge of the hidden graph. This model has been studied for particular classes of graphs by Kucherov and Grebinski [1] and Alon .[2], motivated by problems arising in genome sequencing. We give an adaptive deterministic algorithm that learns a general graph with . vertices and . edges using .(. 作者: 浮雕 時(shí)間: 2025-3-31 09:10
Toward Attribute Efficient Learning of Decision Lists and Parities algorithm for learning decision lists of length . over . variables using 2. examples and time .. This is the first algorithm for learning decision lists that has both subexponential sample complexity and subexponential running time in the relevant parameters. Our approach is based on a new construc作者: initiate 時(shí)間: 2025-3-31 16:03
Learning Over Compact Metric Spacesipschitz functions on ., the Representer Theorem is derived. We obtain exact solutions in the case of least square minimization and regularization and suggest an approximate solution for the Lipschitz classifier.作者: magnate 時(shí)間: 2025-3-31 19:51 作者: 過多 時(shí)間: 2025-4-1 01:38
Local Complexities for Empirical Risk Minimization coordinate projections and show that this leads to a sharper error bound than the best previously known. The quantity which governs this bound on the empirical minimizer is the largest fixed point of the function .. We prove that this is the best estimate one can obtain using “structural results”, 作者: 誘惑 時(shí)間: 2025-4-1 04:27 作者: 我不怕犧牲 時(shí)間: 2025-4-1 09:58
Learning Theory978-3-540-27819-1Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: GROG 時(shí)間: 2025-4-1 12:09
0302-9743 Overview: Includes supplementary material: 978-3-540-22282-8978-3-540-27819-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
