Kanchan Chowdhury

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Topological Relationships

Spatiotemporal Data

Top Venues

Proc. VLDB Endow.

Publications

Kanchan Chowdhury, Mohamed Sarwat
Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI. ICDE (2024)
Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre E. Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou
Serving Deep Learning Models from Relational Databases. EDBT (2024)
Kanchan Chowdhury, Mohamed Sarwat
A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework. SIGMOD Conference Companion (2023)
Kanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat
A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets. ICDE (2022)
Kanchan Chowdhury, Mohamed Sarwat
GeoTorch: a spatiotemporal deep learning framework. SIGSPATIAL/GIS (2022)
Kanchan Chowdhury, Ankita Sharma, Arun Deepak Chandrasekar
Evaluating Deep Learning in SystemML using Layer-wise Adaptive Rate Scaling(LARS) Optimizer. CoRR (2021)
Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat
Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future. ACM Trans. Database Syst. 46 (1) (2021)
Jia Yu, Kanchan Chowdhury, Mohamed Sarwat
Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards. Proc. VLDB Endow. 13 (12) (2020)
Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat
Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction. EDBT (2019)