Topics and Papers for in-class Presentation

Below is the list of topics we are interested to discuss. Under each topic, some related papers are listed for you to consider. You are not limited to choose only from the below list. Pick a topic and search for recent papers in conferences such as NeurIPS, ICML, AAAI, EMNLP , ACL, CVPR or journals such as TPAMI, TCYB, TNNLS, JMLR. If you wish to choose other topics, contact me as soon as possible to see if it fits into the scope of the course. The deadline to indicate your topic of interest and submit your prefered papers is September 17, 2019.

Few-shot Learning, One-shot Learnig and Zero-shot Learning

Multiview Clustering, Deep Embeddings for Clustering, Fair Clustering

Multiple Instance Learning

Transfer Learning

Multi-task Learning

Lifelong Learning

Multi-view Learning

Interpretability of ML