Industrial statistics and manifold data
Sign Up to like & getrecommendations! Published in 2019 at "Quality Engineering"
DOI: 10.1080/08982112.2019.1641608
Abstract: Abstract Complex and not only big data exist everywhere in industry and how to control and optimize systems based on these data types is an important aspect of modern Quality Engineering. One fundamental type of… read more here.
Keywords: statistics manifold; manifold data; industrial statistics;
Curvature-Adaptive Meta-Learning for Fast Adaptation to Manifold Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3164894
Abstract: Meta-learning methods are shown to be effective in quickly adapting a model to novel tasks. Most existing meta-learning methods represent data and carry out fast adaptation in euclidean space. In fact, data of real-world applications… read more here.
Keywords: curvature; meta learning; manifold data; fast adaptation ... See more keywords