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Manifold-based synthetic oversampling with manifold conformance estimation
British Library Online Contents | 2018| -
The randomized information coefficient: assessing dependencies in noisy data
British Library Online Contents | 2018| -
Speeding up algorithm selection using average ranking and active testing by introducing runtime
British Library Online Contents | 2018| -
The online performance estimation framework: heterogeneous ensemble learning for data streams
British Library Online Contents | 2018| -
Empirical hardness of finding optimal Bayesian network structures: algorithm selection and runtime prediction
British Library Online Contents | 2018| -
Scalable Gaussian process-based transfer surrogates for hyperparameter optimization
British Library Online Contents | 2018| -
Efficient benchmarking of algorithm configurators via model-based surrogates
British Library Online Contents | 2018| -
Identifying and tracking topic-level influencers in the microblog streams
British Library Online Contents | 2018| -
Analysis of classifiers’ robustness to adversarial perturbations
British Library Online Contents | 2018| -
Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue
British Library Online Contents | 2018| -
Meta-QSAR: a large-scale application of meta-learning to drug design and discovery
British Library Online Contents | 2018| -
Discovering predictive ensembles for transfer learning and meta-learning
British Library Online Contents | 2018| -
1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation
British Library Online Contents | 2018| -
Asymptotic properties of Turing’s formula in relative error
British Library Online Contents | 2017| -
Preserving differential privacy in convolutional deep belief networks
British Library Online Contents | 2017| -
Gaussian conditional random fields extended for directed graphs
British Library Online Contents | 2017| -
Learning deep kernels in the space of dot product polynomials
British Library Online Contents | 2017| -
An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music
British Library Online Contents | 2017|
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