| 2014 | AISTATS | Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression. | Divyanshu Vats, Richard G. Baraniuk |
| 2014 | AISTATS | Active Learning for Undirected Graphical Model Selection. | Divyanshu Vats, Robert D. Nowak, Richard G. Baraniuk |
| 2013 | EDM | Test-size Reduction for Concept Estimation. | Divyanshu Vats, Christoph Studer, Andrew S. Lan, Lawrence Carin, Richard G. Baraniuk |
| 2013 | ICASSP | Adaptive step size selection for optimization via the ski rental problem. | Amirali Aghazadeh, Ali Ayremlou, Daniel D. Calderon, Tom Goldstein, Raajen Patel, Divyanshu Vats, Richard G. Baraniuk |
| 2011 | ICASSP | Scalable robust hypothesis tests using graphical models. | Divyanshu Vats, Vishal Monga, Umamahesh Srinivas, Jos M. F. Moura |
| 2011 | ISIT | Necessary conditions for consistent set-based graphical model selection. | Divyanshu Vats, Jos M. F. Moura |
| 2010 | ICASSP | A telescoping approach to recursive enhancement of noisy images. | Divyanshu Vats, Jos M. F. Moura |
| 2009 | CISS | Recursive filtering and smoothing for discrete index gaussian reciprocal processes. | Divyanshu Vats, Jos M. F. Moura |
| 2009 | ISIT | Recursive filtering and smoothing for Gaussian reciprocal processes with continuous indices. | Divyanshu Vats, Jos M. F. Moura |