OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Michael Steinbach
Researcher, Computer Science, University of Minnesota - Twin Cities
Joined
July 2019
Names
Michael Steinbach
,
Michael S. Steinbach
Emails
****@cs.umn.edu
(Confirmed)
,
****@umn.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Computer Science ,
University of Minnesota - Twin Cities
(umn.edu)
1982
–
Present
Advisors, Relations & Conflicts
Coauthor
Rahul Ghosh
Present
Coauthor
Arvind Renganathan
Present
Coauthor
Xiaowei Jia
Present
Coauthor
Kelly Lindsay
2023
–
Present
Coauthor
Shaoming Xu
2020
–
Present
Coauthor
György J. Simon
2013
–
Present
Coauthor
Vipin Kumar
1998
–
Present
Coauthor
Somya Chatterjee
2023
–
2024
Coauthor
Jared D. Willard
2018
–
2023
Coauthor
Kshitij Tayal
2021
–
2021
Coauthor
Daniel Boley
2018
–
2020
Coauthor
Ansu Chatterjee
2013
–
2020
Coauthor
Arindam Banerjee
2013
–
2013
PhD Advisor
Vipin Kumar
1998
–
2005
Expertise
data mining
1998
–
Present
machine learning
1998
–
Present
clustering
1998
–
Present
association analysis
1998
–
Present
dimensionality reduction
1998
–
Present
classification
1998
–
Present
Publications
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management.
Somya Sharma
,
Kelly Lindsay
,
Neel Chatterjee
,
Rohan Prashant Patil
,
Ilkay Altintas
,
Michael Steinbach
,
Daniel Giron
,
Mai H Nguyen
,
Vipin Kumar
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM). Society for Industrial and Applied Mathematics, 2024.
Readers:
Everyone
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management
Somya Sharma Chatterjee
,
Kelly Lindsay
,
Neel Chatterjee
,
Rohan Patil
,
Ilkay Altintas De Callafon
,
Michael S. Steinbach
,
Daniel Giron
,
Mai H. Nguyen
,
Vipin Kumar
SDM 2024
Readers:
Everyone
Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems
Rahul Ghosh
,
Zac McEachran
,
Arvind Renganathan
,
Kelly Lindsay
,
Somya Sharma Chatterjee
,
Michael S. Steinbach
,
John Nieber
,
Christopher J. Duffy
,
Vipin Kumar
CoRR 2024
Readers:
Everyone
Towards Entity-Aware Conditional Variational Inference for Heterogeneous Time-Series Prediction: An application to Hydrology
Rahul Ghosh
,
Arvind Renganathan
,
Wallace McAliley
,
Michael S. Steinbach
,
Christopher J. Duffy
,
Vipin Kumar
SDM 2024
Readers:
Everyone
Causal Structure Learning from Imperfect Longitudinal Data in Healthcare
Haoyu Yang
,
Roshan Tourani
,
Jia Li
,
Pedro J. Caraballo
,
Michael S. Steinbach
,
Vipin Kumar
,
György J. Simon
ICHI 2023
Readers:
Everyone
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications
Shaoming Xu
,
Ankush Khandelwal
,
Xiang Li
,
Xiaowei Jia
,
Licheng Liu
,
Jared Willard
,
Rahul Ghosh
,
Kelly Cutler
,
Michael S. Steinbach
,
Christopher J. Duffy
,
John Nieber
,
Vipin Kumar
SDM 2023
Readers:
Everyone
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
Jared Willard
,
Xiaowei Jia
,
Shaoming Xu
,
Michael S. Steinbach
,
Vipin Kumar
Published: 01 Jan 2023, Last Modified: 11 May 2023
ACM Comput. Surv. 2023
Readers:
Everyone
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications
Shaoming Xu
,
Ankush Khandelwal
,
Xiang Li
,
Xiaowei Jia
,
Licheng Liu
,
Jared Willard
,
Rahul Ghosh
,
Kelly Cutler
,
Michael S. Steinbach
,
Christopher J. Duffy
,
John Nieber
,
Vipin Kumar
2022 (modified: 24 Apr 2023)
CoRR 2022
Readers:
Everyone
Realization of Causal Representation Learning to Adjust Confounding Bias in Latent Space
Jia Li
,
Xiang Li
,
Xiaowei Jia
,
Michael S. Steinbach
,
Vipin Kumar
Published: 01 Jan 2022, Last Modified: 16 May 2023
CoRR 2022
Readers:
Everyone
View all 101 publications
Co-Authors
Abeer Madbouly
Albert Cho
Alexander Hoff
Alison P. Appling
Andrew Hangsleben
Angus F. M. Ng
Angus W. MacDonald III
Anh The Dang
Ankush Khandelwal
Anuj Karpatne
Arifin Ruslim
Arindam Banerjee
Arjun Kumar
Armen R. Kemanian
Arvind Renganathan
Ashish Garg
Auroop R. Ganguly
Basel Shbita
Benjamin Oatley
Bing Liu
Binh Vu
Blayne Field
Bonnie L. Westra
Brian Van Ness
Caitlin Race
View all 176 co-authors