About Me
I am PhD student in the Coral lab at UMBC, working with Dr. Tim Oates. My research interests are Computer Vision, Deep learning and Machine Learning.
I am PhD student in the Coral lab at UMBC, working with Dr. Tim Oates. My research interests are Computer Vision, Deep learning and Machine Learning.
PhD student in Computer Science •Advisor : Dr. Tim Oates
MS in Computer Science • Advisor : Dr. Tim Oates
Thesis : A Generative Model for Time Series based on Multiple Normal Distributions
BE in Computer Engineering
BE Project : On demand loading of code in MMUless embedded system
Advisor : Dr. Nicholas Waytowich
Developed a system for training reinforcement learning agents using video demonstrations and human feedback.
Advisor : Dr. Tim Oates
Developed Symbolic Trajectory Analysis and VIsualization System (STAVIS), a system analysis of trajectories using grammar induction algorithm and SAX representation. Also worked on project for noticing changes in the utility oflearned knowledge as detecting changes in streaming data. This will be helpful in monitoring performance of neural machine learning algorithms.
Advisor : Dr. Matthias Galle
Worked on inferring templates in documents using grammar induction algorithms. We used document classification as evaluation metric for usefulness of grammar learnt from documents.
Sunil Gandhi, Tim Oates, Tinoosh Mohsenin, Nicholas Waytowich
Extended abstract at International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2019.
Sunil Gandhi, Tim Oates, Tinoosh Mohsenin, David Hairston
In Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2018.
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Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, and Susan Frankenstein
In ACM Transactions on Knowledge Discovery from Data (TKDD), 2018.
Tilak Neha, Sunil Gandhi, Tim Oates
In International Joint Conference on Neural Networks (IJCNN), 2017
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Ali Jafari, Sunil Gandhi, Harsha Konuru, David Hairston, Tim Oates, Tinoosh Mohsenin
In Ultra-efficient Approaches Enabling Long-term, Mobile EEG for Brain Monitoring Session at IEEE International Symposium on Circuits & Systems (ISCAS), 2017.
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Xing Wang, Jessica Lin, Pavel Senin, Tim Oates, Sunil Gandhi, Arnold Boedihardjo Crystal Chen, Susan Frankenstein
19th International Conference on Extending Database Technology (EDBT). 2016
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Abhay Kashyap, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, Tim Finin
Language Resources and Evaluation, pp. 125-161, v50, n1, Springer, March 2016
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Sunil Gandhi
Masters Thesis
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Sunil Gandhi, Tim Oates, Arnold Boedihardjo, Crystal Chen, Jessica Lin, Pavel Senin, Susan Frankenstein, and Xing Wang
In Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management (PIKM '15). ACM, New York, NY, USA, 19-25.
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Senin, Pavel, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
In Proceedings of 18th International Conference on Extending Database Technology (EDBT). Brussels, Belgium. Mar 26, 2015
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Kashyap, Abhay, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, and Tim Finin
In Proceedings of the 8th International Workshop on Semantic Evaluation, pp. 416-423. Association for Computational Linguistics, 2014
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Senin, Pavel, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, and Manfred Lerner
In Machine Learning and Knowledge Discovery in Databases, pp. 468-472. Springer Berlin Heidelberg, 2014
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Tim Oates, Arnold Boedihardjo, Jessica Lin, Crystal Chen, Susan Frankenstein, Sunil Gandhi
In Proceedings of ACM International Conference on Information and Knowledge Management (CIKM). San Francisco, CA. Oct 27, 2013
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Sunil Gandhi, Swapnil Khorate, Chetan Pachange, Mandar Vaidya
Undergraduate Thesis at Pune Institute of Computer Technology May 2012.