Code & Datasets

Anomaly Detection

Connected subgraph detection with mirror descent on SDPs (code)

Learning Efficient Anomaly Detectors from K-NN Graphs (Data)

Connected Sub-graph Detection, AISTATS 2014 (Data)

Abnormal Events Detection Based on Spatio-Temporal Co-occurences,CVPR 2009 (uturn dataset)

Budget Learning

Feature-Budgeted Random Forest, ICML 2015 (pdf, code)

Local Supervised Learning through Space Partitioning, NIPS 2012 (pdf, Code)

Zero Shot Learning

Group Membership Prediction, ICCV 2015, (pdf, code)

Zero-Shot Learning via Semantic Similarity Embedding, ICCV 2015 (pdf, code)