Varun Mithal

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 14

Top Topics

Multiple Hypothesis

Temporal Sequences

Lessons Learned

Top Venues

Publications

G. Roshan Lal, Varun Mithal
NN2Rules: Extracting Rule List from Neural Networks. CoRR (2022)
G. Roshan Lal, Xiaotong Chen, Varun Mithal
TE2Rules: Extracting Rule Lists from Tree Ensembles. CoRR (2022)
Sneha Chaudhari, Varun Mithal, Gungor Polatkan, Rohan Ramanath
An Attentive Survey of Attention Models. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, Ankur Taly
Explainable AI in industry: practical challenges and lessons learned: implications tutorial. FAT* (2020)
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. SDM (2020)
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. CoRR (2020)
Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, Ankur Taly
Explainable AI in Industry: Practical Challenges and Lessons Learned. WWW (Companion Volume) (2020)
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
Spatio-temporal classification at multiple resolutions using multi-view regularization. IEEE BigData (2019)
Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi, Varun Mithal, Ankur Taly
Explainable AI in Industry. KDD (2019)
Sneha Chaudhari, Gungor Polatkan, Rohan Ramanath, Varun Mithal
An Attentive Survey of Attention Models. CoRR (2019)
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Ramakrishna R. Nemani, Nikunj C. Oza
Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework. Remote. Sens. 10 (1) (2018)
Guruprasad Nayak, Varun Mithal, Xiaowei Jia, Vipin Kumar
Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns. SDM (2018)
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Nikunj C. Oza, Ramakrishna R. Nemani
RAPT: Rare Class Prediction in Absence of True Labels. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Ankush Khandelwal, Varun Mithal, Vipin Kumar
Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances. ICDM (2015)
Varun Chandola, Varun Mithal, Vipin Kumar
A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences. Data Min. Knowl. Discov. 28 (3) (2014)
James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application. AAAI (2013)
Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. SDM (2013)
James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita
EddyScan: A physically consistent ocean eddy monitoring application. CIDU (2012)
Varun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster
Time series change detection using segmentation: A case study for land cover monitoring. CIDU (2012)
Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio
A new data mining framework for forest fire mapping. CIDU (2012)
Ashish Garg, Varun Mithal, Yashu Chamber, Ivan Brugere, Vijay Chaudhari, Marc Dunham, Vikrant Krishna, Sairam Krishnamurthy, Sruthi Vangala, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Albert Cho, J. D. Stanley, Teji Abraham, Juan Carlos Castilla-Rubio, Christopher Potter, Steven A. Klooster
Gopher: Global observation of Planetary Health and Ecosystem Resources. IGARSS (2011)
Yashu Chamber, Ashish Garg, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael S. Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah
A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests. CIDU (2011)
Varun Mithal, Ashish Garg, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster
Incorporating Natural Variation into Time Series-Based Land Cover Change Detection. CIDU (2011)
Varun Mithal, Ashish Garg, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio
Monitoring global forest cover using data mining. ACM Trans. Intell. Syst. Technol. 2 (4) (2011)
Shyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael S. Steinbach, Christopher Potter, Steven A. Klooster
A Comparative Study Of Algorithms For Land Cover Change. CIDU (2010)
Shyam Boriah, Varun Mithal, Ashish Garg, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio
Automated detection of forest cover changes. IGARSS (2010)
Varun Chandola, Varun Mithal, Vipin Kumar
Comparative Evaluation of Anomaly Detection Techniques for Sequence Data. ICDM (2008)