| Mathematical language processing: Automatic grading and feedback for open response mathematical questions AS Lan, D Vats, AE Waters, RG Baraniuk Proceedings of the second (2015) ACM conference on learning@ scale, 167-176, 2015 | 71 | 2015 |
| Image authentication under geometric attacks via structure matching V Monga, D Vats, BL Evans 2005 IEEE International Conference on Multimedia and Expo, 229-232, 2005 | 65 | 2005 |
| Recursive filtering and smoothing for discrete index Gaussian reciprocal processes D Vats, JMF Moura 43rd Annual Conference on Information Sciences and Systems (CISS), 377-382, 2009 | 34 | 2009 |
| Waters, and Richard G Baraniuk. Mathematical language processing: Automatic grading and feedback for open response mathematical questions AS Lan, D Vats, E Andrew Proceedings of the Second, 167-176, 2015 | 20 | 2015 |
| Telescoping Recursive Representations and Estimation of Gauss–Markov Random Fields D Vats, JMF Moura IEEE Transactions on Information Theory 57 (3), 1645-1663, 2011 | 20 | 2011 |
| Test-size Reduction for Concept Estimation D Vats, C Studer, AS Lan, L Carin, RG Baraniuk International Conference on Educational Data Mining (EDM), 2013 | 17 | 2013 |
| Test size reduction via sparse factor analysis D Vats, CE Studer, RG Baraniuk US Patent App. 14/317,937, 2015 | 16 | 2015 |
| A junction tree framework for undirected graphical model selection D Vats, RD Nowak The Journal of Machine Learning Research 15 (1), 147-191, 2014 | 9 | 2014 |
| Method and system for automatically diagnosing faults in rendering devices RS Minhas, V Monga, W Wu, D Vats US Patent 8,249,830, 2012 | 9 | 2012 |
| Necessary conditions for consistent set-based graphical model selection D Vats, JMF Moura 2011 IEEE International Symposium on Information Theory (ISIT), 303-307, 2011 | 9 | 2011 |
| A telescoping approach to recursive enhancement of noisy images D Vats, JMF Moura 2010 IEEE International Conference on Acoustics Speech and Signal Processing …, 2010 | 9 | 2010 |
| Active Learning for Undirected Graphical Model Selection D Vats, RD Nowak, RG Baraniuk Proceedings of the 17th International Conference on Artificial Intelligence …, 2014 | 8 | 2014 |
| Finding Non-overlapping Clusters for Generalized Inference Over Graphical Models D Vats, JMF Moura IEEE Transactions on Signal Processing 60 (12), 6368-6381, 2012 | 8 | 2012 |
| When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements D Vats, R Baraniuk Advances in Neural Information Processing Systems (NIPS), 2013 | 6 | 2013 |
| High-Dimensional Screening Using Multiple Grouping of Variables D Vats IEEE Transactions on Signal Processing 62 (3), 694 - 702, 2014 | 5 | 2014 |
| Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression D Vats, RG Baraniuk Proceedings of the 17th International Conference on Artificial Intelligence …, 2014 | 4 | 2014 |
| Swapping variables for high-dimensional sparse regression with correlated measurements D Vats, RG Baraniuk arXiv preprint arXiv:1312.1706, 2013 | 4 | 2013 |
| Recursive filtering and smoothing for Gaussian reciprocal processes with continuous indices D Vats, JMF Moura IEEE International Symposium on Information Theory (ISIT), 458-462, 2009 | 4 | 2009 |
| Optimal ranking of test items using the Rasch model D Vats, AS Lan, C Studer, RG Baraniuk 2016 54th Annual Allerton Conference on Communication, Control, and …, 2016 | 2 | 2016 |
| Adaptive step size selection for optimization via the ski rental problem A Aghazadeh, A Ayremlou, DD Calderón, T Goldstein, R Patel, D Vats, ... 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 2 | 2013 |
