| Overview of the neural network compression and representation (NNR) standard H Kirchhoffer, P Haase, W Samek, K Müller, H Rezazadegan-Tavakoli, ... IEEE Transactions on Circuits and Systems for Video Technology 32 (5), 3203-3216, 2021 | 52 | 2021 |
| Noisy matrix completion under sparse factor models A Soni, S Jain, J Haupt, S Gonella IEEE Transactions on Information Theory 62 (6), 3636-3661, 2016 | 45 | 2016 |
| A compressed sensing based decomposition of electrodermal activity signals S Jain, U Oswal, KS Xu, B Eriksson, J Haupt IEEE Transactions on Biomedical Engineering 64 (9), 2142-2151, 2016 | 42 | 2016 |
| Backhaul-constrained multi-cell cooperation using compressive sensing and spectral clustering SJ Kim, S Jain, GB Giannakis 2012 IEEE 13th International Workshop on Signal Processing Advances in …, 2012 | 31 | 2012 |
| Minimum uncertainty based detection of adversaries in deep neural networks F Sheikholeslami, S Jain, GB Giannakis 2020 Information Theory and Applications Workshop (ITA), 1-16, 2020 | 27 | 2020 |
| Mcformer: A transformer based deep neural network for automatic modulation classification S Hamidi-Rad, S Jain 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 22 | 2021 |
| Backhaul-constrained multicell cooperation leveraging sparsity and spectral clustering S Jain, SJ Kim, GB Giannakis IEEE Transactions on Wireless Communications 15 (2), 899-912, 2015 | 19 | 2015 |
| Compressive measurement designs for estimating structured signals in structured clutter: A Bayesian experimental design approach S Jain, A Soni, J Haupt 2013 Asilomar Conference on Signals, Systems and Computers, 163-167, 2013 | 14 | 2013 |
| Group-level support recovery guarantees for group lasso estimator MK Elyaderani, S Jain, J Druce, S Gonella, J Haupt 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 12 | 2017 |
| Deep autoencoder-based massive MIMO CSI feedback with quantization and entropy coding S Ravula, S Jain 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 10 | 2021 |
| Noisy inductive matrix completion under sparse factor models A Soni, T Chevalier, S Jain 2017 IEEE International Symposium on Information Theory (ISIT), 2990-2994, 2017 | 10 | 2017 |
| Block cur: Decomposing matrices using groups of columns U Oswal, S Jain, KS Xu, B Eriksson Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 9* | 2019 |
| Noisy tensor completion for tensors with a sparse canonical polyadic factor S Jain, A Gutierrez, J Haupt 2017 IEEE International Symposium on Information Theory (ISIT), 2153-2157, 2017 | 9 | 2017 |
| Efficacy of bayesian neural networks in active learning V Rakesh, S Jain Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 8 | 2021 |
| Locating material defects via wavefield demixing with morphologically germane dictionaries J Druce, S Gonella, M Kadkhodaie, S Jain, JD Haupt Structural Health Monitoring 16 (1), 112-125, 2017 | 8 | 2017 |
| Method and apparatus for inhibiting the interruption of content being consumed by a user M Joye, A Ashkan, J Chandrashekar, T Alvita, A Pushparaja, ... US Patent 10,616,653, 2020 | 7 | 2020 |
| Improved support recovery guarantees for the group lasso with applications to structural health monitoring MK Elyaderani, S Jain, J Druce, S Gonella, J Haupt arXiv preprint arXiv:1708.08826, 2017 | 7 | 2017 |
| Efficient randomized defense against adversarial attacks in deep convolutional neural networks F Sheikholeslami, S Jain, GB Giannakis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 6 | 2019 |
| Error bounds for maximum likelihood matrix completion under sparse factor models A Soni, S Jain, J Haupt, S Gonella 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014 | 6 | 2014 |
| Data-driven low-rank neural network compression D Papadimitriou, S Jain 2021 IEEE International Conference on Image Processing (ICIP), 3547-3551, 2021 | 5 | 2021 |
Jarvis HauptAssociate Professor of Electrical and Computer Engineering, University of MinnesotaVerified email at umn.edu
