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Thulasi Tholeti
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2020 – today
- 2024
- [j3]Nitin Priyadarshini Shankar, Deepsayan Sadhukhan, Nancy Nayak, Thulasi Tholeti, Sheetal Kalyani:
Binarized ResNet: Enabling Robust Automatic Modulation Classification at the Resource-Constrained Edge. IEEE Trans. Cogn. Commun. Netw. 10(5): 1913-1927 (2024) - [i11]Dahlia Devapriya, Thulasi Tholeti, Janani Suresh, Sheetal Kalyani:
Probabilistic learning rate scheduler with provable convergence. CoRR abs/2407.07613 (2024) - [i10]Thulasi Tholeti, Avinash Rangarajan, Sheetal Kalyani:
Online waveform selection for cognitive radar. CoRR abs/2410.10591 (2024) - 2022
- [i9]Thulasi Tholeti, Sheetal Kalyani:
The robust way to stack and bag: the local Lipschitz way. CoRR abs/2206.00513 (2022) - [i8]R. Adithya Gowtham, Gokularam Muthukrishnan, Thulasi Tholeti, Sheetal Kalyani:
Introducing the Huber mechanism for differentially private low-rank matrix completion. CoRR abs/2206.07910 (2022) - 2021
- [i7]Thulasi Tholeti, Sheetal Kalyani:
On the Differentially Private Nature of Perturbed Gradient Descent. CoRR abs/2101.06847 (2021) - [i6]Sai Krishna, Thulasi Tholeti, Sheetal Kalyani:
How to boost autoencoders? CoRR abs/2110.15307 (2021) - 2020
- [j2]Thulasi Tholeti, Sheetal Kalyani:
Tune Smarter Not Harder: A Principled Approach to Tuning Learning Rates for Shallow Nets. IEEE Trans. Signal Process. 68: 5063-5078 (2020) - [i5]Nancy Nayak, Thulasi Tholeti, Muralikrishnan Srinivasan, Sheetal Kalyani:
What is the optimal depth for deep-unfolding architectures at deployment? CoRR abs/2003.09446 (2020) - [i4]Thulasi Tholeti, Sheetal Kalyani:
Tune smarter not harder: A principled approach to tuning learning rates for shallow nets. CoRR abs/2003.09844 (2020)
2010 – 2019
- 2019
- [i3]Thulasi Tholeti, Sheetal Kalyani:
Concavifiability and convergence: necessary and sufficient conditions for gradient descent analysis. CoRR abs/1905.11620 (2019) - 2018
- [j1]Vishnu Raj, Irene Dias, Thulasi Tholeti, Sheetal Kalyani:
Spectrum Access In Cognitive Radio Using a Two-Stage Reinforcement Learning Approach. IEEE J. Sel. Top. Signal Process. 12(1): 20-34 (2018) - [i2]Thulasi Tholeti, Vishnu Raj, Sheetal Kalyani:
A Non-parametric Multi-stage Learning Framework for Cognitive Spectrum Access in IoT Networks. CoRR abs/1804.11135 (2018) - 2017
- [i1]Vishnu Raj, Irene Dias, Thulasi Tholeti, Sheetal Kalyani:
Spectrum Access In Cognitive Radio Using A Two Stage Reinforcement Learning Approach. CoRR abs/1707.09792 (2017)
Coauthor Index
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