compatibility estimation 1graph representation 1label propagation 1node classification 1semi-supervised learning 1sparse data 1
From the 1 of 1.7k papers with an AI index.
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Showing 2019 · cs.LGShow all
3 papers · 2 filters
cs.LG2019★ 17 cited
Information Theoretic Feature Transformation Learning for Brain Interfaces
Ozan Ozdenizci, Deniz Erdogmus
Objective: A variety of pattern analysis techniques for model training in brain interfaces exploit neural feature dimensionality reduction based on feature ranking and selection he…
cs.LG2019★ 102 cited
Adversarial Deep Learning in EEG Biometrics
Ozan Ozdenizci, Ye Wang, Toshiaki Koike-Akino +1
Deep learning methods for person identification based on electroencephalographic (EEG) brain activity encounters the problem of exploiting the temporally correlated structures or r…
cs.LG2019★ 6 cited
Representative Task Self-selection for Flexible Clustered Lifelong Learning
Gan Sun, Yang Cong, Qianqian Wang +2
Consider the lifelong machine learning paradigm whose objective is to learn a sequence of tasks depending on previous experiences, e.g., knowledge library or deep network weights.…