Auroop R. Ganguly

Full Professor, Northeastern University

Joined

June 2019

Names

Auroop R. Ganguly

Auroop Ganguly

Auroop Ratan Ganguly

Emails

****@neu.edu (Confirmed)

****@northeastern.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Northeastern University (northeastern.edu)

2011 – Present

Principal Researcher

Oak Ridge National Laboratory (ornl.gov)

2004 – 2011

PhD student

Massachusetts Institute of Technology (mit.edu)

1995 – 2002

Advisors, Relations & Conflicts

Coauthor

Vipin Kumar

2005 – 2023

PhD Advisor

Rafael Bras

1995 – 2001

Expertise

CyberSEES

Present

Big Data Science &Engineering

CyberInfra Frmwrk 21st (CIF21)

Big Data Science &Engineering

Present

Probabilistic models

deep learning

computer vision

Present

Weather

climate

and sustainability

Present

Publications

Hierarchical analysis of spreading dynamics in complex systems
Aparimit Kasliwal, Abdullah Alhadlaq, Ariel Salgado, Auroop R. Ganguly, Marta C. Gonzalez
- Computer Aided Civil & Infrastructure Engineering
- Readers: Everyone
A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing
Auroop R. Ganguly, Ramakrishna R. Nemani
- https://doi.org/10.1109/TNNLS.2022.3169958
- Readers: Everyone
Explainable deep learning for insights in El Niño and river flows.
Auroop R. Ganguly, Jennifer Dy
- Nature Communications
- Readers: Everyone
Assessing the Impact of Distribution Shift on Reinforcement Learning Performance
Ted Fujimoto, Joshua Suetterlein, Samrat Chatterjee, Auroop Ganguly
- RegML 2023
- Readers: Everyone
Assessing the Impact of Distribution Shift on Reinforcement Learning Performance
Ted Fujimoto, Joshua Suetterlein, Samrat Chatterjee, Auroop Ganguly
- Submitted to ICLR 2024
- Readers: Everyone
Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning
Thomas Vandal, Evan Kodra, Jennifer G. Dy, Sangram Ganguly, Ramakrishna R. Nemani, Auroop R. Ganguly
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone
Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version
Thomas Vandal, Evan Kodra, Sangram Ganguly, Andrew R. Michaelis, Ramakrishna R. Nemani, Auroop R. Ganguly
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution
Thomas Vandal, Evan Kodra, Sangram Ganguly, Andrew R. Michaelis, Ramakrishna R. Nemani, Auroop R. Ganguly
- 2017 (modified: 12 Nov 2022)
- KDD 2017
- Readers: Everyone
An exploration of climate data using complex networks
Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly
- 2009 (modified: 12 Nov 2022)
- KDD Workshop on Knowledge Discovery from Sensor Data 2009
- Readers: Everyone
Incremental Anomaly Detection Approach for Characterizing Unusual Profiles
Yi Fang, Olufemi A. Omitaomu, Auroop R. Ganguly
- 2008 (modified: 12 Nov 2022)
- KDD Workshop on Knowledge Discovery from Sensor Data 2008
- Readers: Everyone

Auroop R. Ganguly

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors