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Found 5 papers, 0 papers with code
Automatic Domain Adaptation by Transformers in In-Context Learning
Selecting or designing an appropriate domain adaptation algorithm for a given problem remains challenging.
Adaptive Defective Area Identification in Material Surface Using Active Transfer Learning-based Level Set Estimation
We interpret this problem as an active-learning (AL) of the level set estimation (LSE) problem.
Bayesian Active Learning for Structured Output Design
In this paper, we propose an active learning method for an inverse problem that aims to find an input that achieves a desired structured-output.
Variable Selection for Nonparametric Learning with Power Series Kernels
In this paper, we propose a variable selection method for general nonparametric kernel-based estimation.
Parallel Distributed Block Coordinate Descent Methods based on Pairwise Comparison Oracle
Our algorithm consists of two steps; one is the direction estimate step and the other is the search step.
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