TRIO: Task-agnostic dataset representation optimized for automatic algorithm selection

Keyphrases

• Meta-learning 100%
• Dataset Description 100%
• Task-agnostic 100%
• Automatic Algorithm Selection 100%
• Machine Learning Algorithms 66%
• Popular 33%
• Neural Network Method 33%
• Challenging Tasks 33%
• State-of-the-art Techniques 33%
• Learning Methods 33%
• Learning Approaches 33%
• Algorithm Selection 33%
• Task Measures 33%
• Evaluation Measures 33%
• Learning-based 33%
• Unseen 33%
• Graph Representation 33%
• Human Expertise 33%
• Latent Representation 33%
• Machine Learning Tasks 33%
• Unsupervised Clustering 33%
• Supervised Classification 33%
• Clustering Task 33%
• Semi-supervised Regression 33%
• Graph Convolutional Neural Network 33%
• Regression Clustering 33%
• Automatic Solution 33%

Computer Science

• Algorithm Selection 100%
• Meta-Learning 100%
• Machine Learning Algorithm 66%
• Learning Approach 33%
• Popular Approach 33%
• Graphical Representation 33%
• Evaluation Measure 33%
• Supervised Classification 33%
• Clustering Task 33%
• Automatic Solution 33%
• Graph Convolutional Network 33%
• Machine Learning 33%
• Learning System 33%