I teach and conduct research in the areas of information theory, coding theory, data science, signal processing and machine learning. I am particularly interested in applications to 6G wireless communications and emerging paradigms in data storage.
Ebert, J. R., Amalladinne, V. K., Rini, S., Chamberland, J., & Narayanan, K. R.
(2022).Coded Demixing for Unsourced Random Access. IEEE Transactions on Signal Processing.
70, 2972-2984.
Karimi, E., Heidarzadeh, A., Narayanan, K. R., & Sprintson, A.
(2022).Noisy Group Testing with Side Information. Conference record / Asilomar Conference on Signals, Systems & Computers. Asilomar Conference on Signals, Systems & Computers.
867-871.
Hajiramezanali, E., Hasanzadeh, A., Duffield, N., Narayanan, K., Zhou, M., & Qian, X.
(2020).SEMI-IMPLICIT STOCHASTIC RECURRENT NEURAL NETWORKS. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference).
3342-3346.
Amalladinne, V. K., Chamberland, J., & Narayanan, K. R.
(2020).AN ENHANCED DECODING ALGORITHM FOR CODED COMPRESSED SENSING. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference).
5270-5274.
Amalladinne, V. K., Narayanan, K. R., Chamberland, J., & Guo, D.
(2019).ASYNCHRONOUS NEIGHBOR DISCOVERY USING COUPLED COMPRESSIVE SENSING. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference).
4569-4573.
Hasanzadeh, A., Hajiramezanali, E., Duffield, N., Narayanan, K., Zhou, M., & Qian, X.
(2019).Semi-Implicit Graph Variational Auto-Encoders. Advances in Neural Information Processing Systems.
Hajiramezanali, E., Hasanzadeh, A., Duffield, N., Narayanan, K., Zhou, M., & Qian, X.
(2019).Variational Graph Recurrent Neural Networks. Advances in Neural Information Processing Systems.
Amalladinne, V. K., Vem, A., Soma, D. K., Narayanan, K. R., & Chamberland, J.
(2018).A COUPLED COMPRESSIVE SENSING SCHEME FOR UNSOURCED MULTIPLE ACCESS. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference).
6628-6632.
Prabhakar, A., & Narayanan, K.
(2005).A memory efficient serial LDPC decoder architecture. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference).
41-44.