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ORCIDNancy Nayak
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2020 – today
- 2024
[j6]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)- [j5]Nancy Nayak, Sheetal Kalyani:
Rotate the ReLU to Sparsify Deep Networks Implicitly. Trans. Mach. Learn. Res. 2024 (2024) - [j4]Nancy Nayak, Sheetal Kalyani, Himal A. Suraweera:
A DRL Approach for RIS-Assisted Full-Duplex UL and DL Transmission: Beamforming, Phase Shift, and Power Optimization. IEEE Trans. Wirel. Commun. 23(10): 14652-14666 (2024) - [i10]Ashok S. Kumar, Nancy Nayak, Sheetal Kalyani, Himal A. Suraweera:
Energy Efficient Fair STAR-RIS for Mobile Users. CoRR abs/2407.06868 (2024) - [i9]Janani Suresh, Nancy Nayak, Sheetal Kalyani:
First line of defense: A robust first layer mitigates adversarial attacks. CoRR abs/2408.11680 (2024) - 2022
- [j3]Vishnu Raj, Nancy Nayak, Sheetal Kalyani:
Deep Reinforcement Learning Based Blind mmWave MIMO Beam Alignment. IEEE Trans. Wirel. Commun. 21(10): 8772-8785 (2022) - [i8]Nancy Nayak, Sheetal Kalyani:
Rotate the ReLU to implicitly sparsify deep networks. CoRR abs/2206.00488 (2022) - [i7]Nancy Nayak, Sheetal Kalyani, Himal A. Suraweera:
A DRL Approach for RIS-Assisted Full-Duplex UL and DL Transmission: Beamforming, Phase Shift and Power Optimization. CoRR abs/2212.13854 (2022) - 2021
- [j2]Devannagari Vikas, Nancy Nayak, Sheetal Kalyani:
Realizing Neural Decoder at the Edge With Ensembled BNN. IEEE Commun. Lett. 25(10): 3315-3319 (2021) - [i6]Devannagari Vikas, Nancy Nayak, Sheetal Kalyani:
Realizing Neural Decoder at the Edge with Ensembled BNN. CoRR abs/2106.09925 (2021) - [i5]Akshay Sharma, Nancy Nayak, Sheetal Kalyani:
BayesAoA: A Bayesian method for Computation Efficient Angle of Arrival Estimation. CoRR abs/2110.07992 (2021) - [i4]Nitin Priyadarshini Shankar, Deepsayan Sadhukhan, Nancy Nayak, Sheetal Kalyani:
Binarized ResNet: Enabling Automatic Modulation Classification at the resource-constrained Edge. CoRR abs/2110.14357 (2021) - 2020
- [j1]Nancy Nayak, Vishnu Raj, Sheetal Kalyani:
Leveraging Online Learning for CSS in Frugal IoT Network. IEEE Trans. Cogn. Commun. Netw. 6(4): 1350-1364 (2020) - [i3]Nancy Nayak, Thulasi Tholeti, Muralikrishnan Srinivasan, Sheetal Kalyani:
What is the optimal depth for deep-unfolding architectures at deployment? CoRR abs/2003.09446 (2020) - [i2]Vishnu Raj, Nancy Nayak, Sheetal Kalyani:
Understanding Learning Dynamics of Binary Neural Networks via Information Bottleneck. CoRR abs/2006.07522 (2020)
2010 – 2019
- 2019
- [i1]Nancy Nayak, Vishnu Raj, Sheetal Kalyani:
Leveraging online learning for CSS in frugal IoT network. CoRR abs/1907.07201 (2019)
Coauthor Index
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