2 papers
cs.LG2022
D-CBRS: Accounting For Intra-Class Diversity in Continual Learning
Yasin Findik, Farhad Pourkamali-Anaraki
Continual learning -- accumulating knowledge from a sequence of learning experiences -- is an important yet challenging problem. In this paradigm, the model's performance for previ…
cs.LG2019
Large-Scale Sparse Subspace Clustering Using Landmarks
Farhad Pourkamali-Anaraki
Subspace clustering methods based on expressing each data point as a linear combination of all other points in a dataset are popular unsupervised learning techniques. However, exis…