Siddharth Bhatia
- ExGAN: Adversarial Generation of Extreme Samples
2020/09/17 by Siddharth Bhatia, Bhatia, Siddharth, Arjit Jain +3 · 2 voices · 1 citation
Physics and Astronomy · Earth and Planetary Sciences · Environmental Science · #Model Reduction and Neural Networks #Meteorological Phenomena and Simulations #Flood Risk Assessment and Management
- MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams
2019/11/11 by Siddharth Bhatia, Bhatia, Siddharth, Bryan Hooi +7 · 1 voice · 1 citation
#cs.LG #cs.AI
- MSTREAM: Fast Anomaly Detection in Multi-Aspect Streams
2020/09/17 by Siddharth Bhatia, Arjit Jain, Pan Li +2 · 1 voice · 2 citations
#cs.LG #cs.AI #stat.ML
- Sketch-Based Anomaly Detection in Streaming Graphs
2021/06/08 by Siddharth Bhatia, Mohit Wadhwa, Bhatia, Siddharth +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- MemStream: Memory-Based Streaming Anomaly Detection
2021/06/07 by Siddharth Bhatia, Arjit Jain, Bhatia, Siddharth +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection