3 papers
stat.ML2025
Co-Hub Node Based Multiview Graph Learning with Theoretical Guarantees
Bisakh Banerjee, Mohammad Alwardat, Tapabrata Maiti +1
Identifying the graphical structure underlying the observed multivariate data is essential in numerous applications. Current methodologies are predominantly confined to deducing a…
cs.LG2025
Robust Spatiotemporally Contiguous Anomaly Detection Using Tensor Decomposition
Rachita Mondal, Mert Indibi, Tapabrata Maiti +1
Anomaly detection in spatiotemporal data is a challenging problem encountered in a variety of applications, including video surveillance, medical imaging data, and urban traffic mo…
stat.ML2025
Signed Graph Learning: Algorithms and Theory
Abdullah Karaaslanli, Bisakh Banerjee, Tapabrata Maiti +1
Real-world data is often represented through the relationships between data samples, forming a graph structure. In many applications, it is necessary to learn this graph structure…