Sreelekha Guggilam

According to our database, Sreelekha Guggilam authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Large Deviations Anomaly Detection (LAD) for collection of multivariate time series data: Applications to COVID-19 data.

Sreelekha Guggilam, Varun Chandola, Abani K. Patra

J. Comput. Sci., September, 2023

Large Deviations for Accelerating Neural Networks Training.

Sreelekha Guggilam, Varun Chandola, Abani K. Patra

CoRR, 2023

An Agenda for Multimodal Foundation Models for Earth Observation.

Philipe A. Dias, Abhishek Potnis, Sreelekha Guggilam, Lexie Yang, Aristeidis Tsaris, Henry Medeiros, Dalton D. Lunga

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Tracking clusters and anomalies in evolving data streams.

Sreelekha Guggilam, Varun Chandola, Abani K. Patra

Stat. Anal. Data Min., 2022

Data-driven Humanitarian Mapping and Policymaking: Toward Planetary-Scale Resilience, Equity, and Sustainability.

Snehalkumar (Neil) S. Gaikwad, Shankar Iyer, Dalton D. Lunga, Takahiro Yabe, Xiaofan Liang, Bhavani Ananthabhotla, Nikhil Behari, Sreelekha Guggilam, Guanghua Chi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data.

Sreelekha Guggilam, Varun Chandola, Abani K. Patra

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Anomaly Detection for High-Dimensional Data Using Large Deviations Principle.

Sreelekha Guggilam, Varun Chandola, Abani K. Patra

CoRR, 2021

2019

Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data (Revised).

Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra

CoRR, 2019

Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data.

Sreelekha Guggilam, Syed Mohammed Arshad Zaidi, Varun Chandola, Abani K. Patra

Proceedings of the Computational Science - ICCS 2019, 2019