標題: Titlebook: Conformal and Probabilistic Prediction with Applications; 5th International Sy Alexander Gammerman,Zhiyuan Luo,Vladimir Vovk Conference pro [打印本頁] 作者: LH941 時間: 2025-3-21 19:48
書目名稱Conformal and Probabilistic Prediction with Applications影響因子(影響力)
書目名稱Conformal and Probabilistic Prediction with Applications影響因子(影響力)學科排名
書目名稱Conformal and Probabilistic Prediction with Applications網(wǎng)絡公開度
書目名稱Conformal and Probabilistic Prediction with Applications網(wǎng)絡公開度學科排名
書目名稱Conformal and Probabilistic Prediction with Applications被引頻次
書目名稱Conformal and Probabilistic Prediction with Applications被引頻次學科排名
書目名稱Conformal and Probabilistic Prediction with Applications年度引用
書目名稱Conformal and Probabilistic Prediction with Applications年度引用學科排名
書目名稱Conformal and Probabilistic Prediction with Applications讀者反饋
書目名稱Conformal and Probabilistic Prediction with Applications讀者反饋學科排名
作者: 朝圣者 時間: 2025-3-21 23:02 作者: anticipate 時間: 2025-3-22 02:30
https://doi.org/10.1057/9781137355560diction of a high fidelity function at some point, we can update the surrogate model with the low fidelity function value at this point. So, we avoid issues related to the inversion of large covariance matrices — as we can construct model using only a moderate low fidelity sample size. We applied de作者: 悄悄移動 時間: 2025-3-22 07:02 作者: 即席演說 時間: 2025-3-22 09:01 作者: LIMIT 時間: 2025-3-22 15:14 作者: LIMIT 時間: 2025-3-22 20:13
Joint Prediction of Chronic Conditions Onset: Comparing Multivariate Probits with Multiclass Support that MSVMs predictions have specificity rates similar to those of MVPs, but sensitivity rates that are on average 12?% points larger than those of MVPs, translating in a large average improvement in sensitivity of 30?%.作者: 稱贊 時間: 2025-3-23 01:16
https://doi.org/10.1007/978-3-319-33395-3big data applications; data mining; machine learning; pattern recognition; universal prediction; active l作者: Fulsome 時間: 2025-3-23 05:19
978-3-319-33394-6Springer International Publishing Switzerland 2016作者: olfction 時間: 2025-3-23 08:40 作者: Consequence 時間: 2025-3-23 11:55 作者: 羊欄 時間: 2025-3-23 17:03
Relli Shechter (Assistant Professor)ioned as the main mechanism to improve their convergence properties, (2) existing and novel approaches to leverage that privileged information, (3) algorithmic realization of one of these (namely, knowledge transfer) approaches, and its performance characteristics, illustrated on simple synthetic ex作者: 溫室 時間: 2025-3-23 20:30 作者: 極大的痛苦 時間: 2025-3-24 01:18 作者: micturition 時間: 2025-3-24 02:40 作者: growth-factor 時間: 2025-3-24 09:09
T. Palberg,R. Simon,M. Würth,P. Leidereres are guaranteed to be valid under the assumption that the data used are identically and independently distributed (i.i.d.). In this work, we extend the CP framework for multi-label classification, where an instance can belong to multiple classes in parallel. Applications include image tagging, doc作者: irradicable 時間: 2025-3-24 13:04
T. Palberg,R. Simon,M. Würth,P. Leiderer of the information present in the past data, without making recourse to any assumptions except that the examples are generated independently from the same probability distribution. In this paper, the robustness of their results is assessed for the cases in which the data are affected by error bars.作者: 駭人 時間: 2025-3-24 18:03 作者: Lineage 時間: 2025-3-24 22:31 作者: 做作 時間: 2025-3-25 01:16
https://doi.org/10.1057/9781137355560 physical phenomenon) and by a low fidelity function (a coarse approximation of the exact representation). A surrogate model is constructed to replace the computationally expensive high fidelity function. For such tasks Gaussian processes are generally used. However, if the sample size reaches a few作者: HACK 時間: 2025-3-25 06:54
Ways to Social Integration of Women in MENAtput of the analyzed mathematical model. We consider a problem of selection of experimental design points for Sobol’ indices estimation. Based on the concept of .-optimality, we propose a method for constructing an adaptive design of experiments, effective for the calculation of Sobol’ indices from 作者: VEN 時間: 2025-3-25 08:38 作者: nominal 時間: 2025-3-25 15:40 作者: Wallow 時間: 2025-3-25 18:36 作者: Adulterate 時間: 2025-3-25 20:22 作者: 寡頭政治 時間: 2025-3-26 03:28
Relli Shechter (Assistant Professor)ioned as the main mechanism to improve their convergence properties, (2) existing and novel approaches to leverage that privileged information, (3) algorithmic realization of one of these (namely, knowledge transfer) approaches, and its performance characteristics, illustrated on simple synthetic examples.作者: 明確 時間: 2025-3-26 07:44 作者: indignant 時間: 2025-3-26 10:44
Learning with Intelligent Teacherioned as the main mechanism to improve their convergence properties, (2) existing and novel approaches to leverage that privileged information, (3) algorithmic realization of one of these (namely, knowledge transfer) approaches, and its performance characteristics, illustrated on simple synthetic examples.作者: GUILE 時間: 2025-3-26 14:14 作者: Affluence 時間: 2025-3-26 18:19
Conference proceedings 20166, held in Madrid, Spain, in April 2016...The 14 revised fullpapers presented together with 1 invited paper were carefully reviewed andselected from 23 submissions and cover topics on theory of conformal prediction; applicationsof conformal prediction; and machine learning..作者: atopic 時間: 2025-3-26 22:19 作者: LIKEN 時間: 2025-3-27 05:10
Kate Macdonald,Christoph SingerWe construct a universal prediction system in the spirit of Popper’s falsifiability and Kolmogorov complexity. This prediction system does not depend on any statistical assumptions, but under the IID assumption it dominates, although in a rather weak sense, conformal prediction.作者: Omniscient 時間: 2025-3-27 07:31 作者: 財產(chǎn) 時間: 2025-3-27 10:38 作者: musicologist 時間: 2025-3-27 16:16 作者: ANTE 時間: 2025-3-27 19:54
Conformal Predictors for Compound Activity Predictionresses some specific challenges of this domain: a large number of compounds (training examples), high-dimensionality of feature space, sparseness and a strong class imbalance. A variant of conformal predictors called Inductive Mondrian Conformal Predictor is applied to deal with these challenges. Re作者: 步兵 時間: 2025-3-27 23:00
Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenariodrogen and deuterium campaigns), a one-layer disruption predictor has been tested from scratch. The results show a relevant improvement where the success rate (rate of disruptions predicted correctly) increases and the false alarm rate (rate of non-disruptive discharges misclassified) decreases, usi作者: abreast 時間: 2025-3-28 04:31
Evaluation of a Variance-Based Nonconformity Measure for Regression Forestswith a k-nearest neighbor-based nonconformity measure, was shown to obtain state-of-the-art performance with respect to efficiency, i.e., average size of prediction regions. However, the use of the nearest-neighbor procedure not only requires that all training data have to be retained in conjunction作者: 軌道 時間: 2025-3-28 08:58
Binary Relevance Multi-label Conformal Predictores are guaranteed to be valid under the assumption that the data used are identically and independently distributed (i.i.d.). In this work, we extend the CP framework for multi-label classification, where an instance can belong to multiple classes in parallel. Applications include image tagging, doc作者: Communicate 時間: 2025-3-28 13:48 作者: cardiovascular 時間: 2025-3-28 15:01 作者: Crohns-disease 時間: 2025-3-28 21:07
Hidden Markov Models with Confidenceur attention is focused to applications that require a list of potential sequences as a prediction. We propose a novel method based on Conformal Prediction (CP) that, for an arbitrary confidence level ., produces a list of candidate sequences that contains the correct sequence of hidden states with 作者: Antimicrobial 時間: 2025-3-28 23:53 作者: 溺愛 時間: 2025-3-29 04:16
Effective Design for Sobol Indices Estimation Based on Polynomial Chaos Expansionstput of the analyzed mathematical model. We consider a problem of selection of experimental design points for Sobol’ indices estimation. Based on the concept of .-optimality, we propose a method for constructing an adaptive design of experiments, effective for the calculation of Sobol’ indices from 作者: Congruous 時間: 2025-3-29 07:54 作者: 能得到 時間: 2025-3-29 11:24 作者: 人充滿活力 時間: 2025-3-29 17:48
Extended Regression on Manifolds Estimationality q?
作者: Insubordinate 時間: 2025-3-29 22:04 作者: 針葉類的樹 時間: 2025-3-30 00:21
Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenarioess rate (rate of disruptions predicted correctly) increases and the false alarm rate (rate of non-disruptive discharges misclassified) decreases, using conformal prediction (CP) rather than conventional methodology from scratch. CP from scratch achieves a success rate of . with the first model and only one disruptive discharge.作者: jocular 時間: 2025-3-30 07:17 作者: Confirm 時間: 2025-3-30 10:57 作者: Atrium 時間: 2025-3-30 12:23
0302-9743 were carefully reviewed andselected from 23 submissions and cover topics on theory of conformal prediction; applicationsof conformal prediction; and machine learning..978-3-319-33394-6978-3-319-33395-3Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: Affection 時間: 2025-3-30 17:27 作者: FUME 時間: 2025-3-30 22:29 作者: 填料 時間: 2025-3-31 02:07
