| 2025 | ISIT | On Logistic Regression and Maximum Entropy Approaches. | Narayana Santhanam, Yixin Zhang |
| 2021 | AISTATS | Prediction with Finitely many Errors Almost Surely. | Changlong Wu, Narayana Santhanam |
| 2021 | ALT | Non-uniform Consistency of Online Learning with Random Sampling. | Changlong Wu, Narayana Santhanam |
| 2021 | ISIT | Estimating Properties of Dynamic Graphical Models. | Changlong Wu, Narayana Santhanam |
| 2020 | ISIT | Entropy property testing with finitely many errors. | Changlong Wu, Narayana Santhanam |
| 2019 | ISIT | Tail redundancy and its characterizations of universal compression. | Maryam Hosseini, Narayana Santhanam |
| 2019 | ISIT | Being correct eventually almost surely. | Changlong Wu, Narayana Santhanam |
| 2018 | ISIT | Redundancy of Unbounded Memory Markov Classes with Continuity Conditions. | Changlong Wu, Maryam Hosseini, Narayana Santhanam |
| 2014 | ISITA | On redundancy of memoryless sources over countable alphabets. | Maryam Hosseini, Narayana Santhanam |
| 2009 | ITW | On modeling gene regulatory networks using Markov random fields. | Narayana Santhanam, Janis Dingel, Olgica Milenkovic |
| 2006 | ISIT | Relative redundancy for large alphabets. | Alon Orlitsky, Narayana Santhanam, Junan Zhang |