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List of works by Martin Wistuba

Factorized Decision Trees for Active Learning in Recommender Systems

Fast classification of univariate and multivariate time series through shapelet discovery

Hyperparameter Optimization Machines

Hyperparameter Optimization with Factorized Multilayer Perceptrons

Hyperparameter Search Space Pruning – A New Component for Sequential Model-Based Hyperparameter Optimization

Joint Model Choice and Hyperparameter Optimization with Factorized Multilayer Perceptrons

Learning DTW-Shapelets for Time-Series Classification

Learning hyperparameter optimization initializations

Learning time-series shapelets

Minimal Invasive Integration of Learning Analytics Services in Intelligent Tutoring Systems

Personalized Deep Learning for Tag Recommendation

scholarly article by Hanh T. H. Nguyen et al published 2017 in Lecture Notes in Computer Science

Personalized Tag Recommendation for Images Using Deep Transfer Learning

Scalable Classification of Repetitive Time Series Through Frequencies of Local Polynomials

Scalable Gaussian process-based transfer surrogates for hyperparameter optimization

Scalable Hyperparameter Optimization with Products of Gaussian Process Experts

Sequential Model-Free Hyperparameter Tuning

article

Two-Stage Transfer Surrogate Model for Automatic Hyperparameter Optimization

article

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