| Spectrum access in cognitive radio using a two-stage reinforcement learning approach V Raj, I Dias, T Tholeti, S Kalyani IEEE Journal of Selected Topics in Signal Processing 12 (1), 20-34, 2018 | 100 | 2018 |
| The robust way to stack and bag: the local Lipschitz way T Tholeti, S Kalyani arXiv preprint arXiv:2206.00513, 2022 | 2 | 2022 |
| Green detnet: Computation and memory efficient detnet using smart compression and training N Nayak, T Tholeti, M Srinivasan, S Kalyani arXiv preprint arXiv:2003.09446, 2020 | 2 | 2020 |
| A Centralized Multi-stage Non-parametric Learning Algorithm for Opportunistic Spectrum Access T Tholeti, V Raj, S Kalyani arXiv preprint arXiv:1804.11135, 2018 | 2* | 2018 |
| Binarized ResNet: Enabling Robust Automatic Modulation Classification at the Resource-Constrained Edge NP Shankar, D Sadhukhan, N Nayak, T Tholeti, S Kalyani IEEE Transactions on Cognitive Communications and Networking, 2024 | | 2024 |
| Introducing the Huber mechanism for differentially private low-rank matrix completion RA Gowtham, T Tholeti, S Kalyani arXiv preprint arXiv:2206.07910, 2022 | | 2022 |
| Introducing the Huber mechanism for differentially private low-rank matrix completion R Adithya Gowtham, T Tholeti, S Kalyani arXiv e-prints, arXiv: 2206.07910, 2022 | | 2022 |
| How to boost autoencoders? S Krishna, T Tholeti, S Kalyani arXiv preprint arXiv:2110.15307, 2021 | | 2021 |
| Binarized ResNet: Enabling Robust Automatic Modulation Classification at the resource-constrained Edge D Sadhukhan, NP Shankar, N Nayak, T Tholeti, S Kalyani arXiv preprint arXiv:2110.14357, 2021 | | 2021 |
| On the Differentially Private Nature of Perturbed Gradient Descent T Tholeti, S Kalyani arXiv preprint arXiv:2101.06847, 2021 | | 2021 |
| Tune smarter not harder: A principled approach to tuning learning rates for shallow nets T Tholeti, S Kalyani IEEE Transactions on Signal Processing 68, 5063-5078, 2020 | | 2020 |
| Concavifiability and convergence: necessary and sufficient conditions for gradient descent analysis T Tholeti, S Kalyani arXiv preprint arXiv:1905.11620, 2019 | | 2019 |
Sheetal KalyaniProfessor, Electrical Engineering, IIT MadrasVerified email at ee.iitm.ac.in
