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Nancy Nayak
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Cited by
Year
Deep reinforcement learning based blind mmwave MIMO beam alignment
V Raj, N Nayak, S Kalyani
arXiv preprint arXiv:2001.09251v2, 2021
232021
Realizing neural decoder at the edge with ensembled BNN
D Vikas, N Nayak, S Kalyani
IEEE Communications Letters 25 (10), 3315-3319, 2021
52021
Understanding learning dynamics of binary neural networks via information bottleneck
V Raj, N Nayak, S Kalyani
arXiv preprint arXiv:2006.07522, 2020
32020
Leveraging online learning for CSS in frugal IoT network
N Nayak, V Raj, S Kalyani
IEEE Transactions on Cognitive Communications and Networking 6 (4), 1350-1364, 2020
32020
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
22020
A DRL Approach for RIS-Assisted Full-Duplex UL and DL Transmission: Beamforming, Phase Shift and Power Optimization
N Nayak, S Kalyani, HA Suraweera
arXiv preprint arXiv:2212.13854, 2022
12022
Binarized resnet: Enabling automatic modulation classification at the resource-constrained edge
NP Shankar, D Sadhukhan, N Nayak, S Kalyani
arXiv preprint arXiv:2110.14357, 2021
12021
NeurIPS 2019 Reproducibility Challenge/ A comprehensive study on binary optimizer and its applicability
N Nayak, V Raj, S Kalyani
ReScience C 6 (Issue 2), 2020
1*2020
Rotate the ReLU to implicitly sparsify deep networks
N Nayak, S Kalyani
arXiv preprint arXiv:2206.00488, 2022
2022
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
BayesAoA: A Bayesian method for Computation Efficient Angle of Arrival Estimation
A Sharma, N Nayak, S Kalyani
arXiv preprint arXiv:2110.07992, 2021
2021
What is the optimal depth for deep-unfolding architectures at deployment?
N Nayak, T Tholeti, M Srinivasan, S Kalyani
arXiv preprint arXiv:2003.09446, 2020
2020
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