| Deepxml: A deep extreme multi-label learning framework applied to short text documents K Dahiya, D Saini, A Mittal, A Shaw, K Dave, A Soni, H Jain, S Agarwal, ... Proceedings of the 14th ACM international conference on web search and data …, 2021 | 96 | 2021 |
| Distributed representations for biological sequence analysis D Kimothi, A Soni, P Biyani, JM Hogan arXiv preprint arXiv:1608.05949, 2016 | 92 | 2016 |
| Towards explainable conversational recommendation Z Chen, X Wang, X Xie, M Parsana, A Soni, X Ao, E Chen Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 78 | 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 | 46 | 2016 |
| Building user profiles by relevance feedback R Shen, A Soni, T Chevalier, X Wu, P Yang US Patent 10,698,967, 2020 | 39 | 2020 |
| Doctag2vec: An embedding based multi-label learning approach for document tagging S Chen, A Soni, A Pappu, Y Mehdad arXiv preprint arXiv:1707.04596, 2017 | 33 | 2017 |
| Efficient adaptive compressive sensing using sparse hierarchical learned dictionaries A Soni, J Haupt 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals …, 2011 | 29 | 2011 |
| On the fundamental limits of recovering tree sparse vectors from noisy linear measurements A Soni, J Haupt IEEE transactions on information theory 60 (1), 133-149, 2013 | 28 | 2013 |
| Ngame: Negative mining-aware mini-batching for extreme classification K Dahiya, N Gupta, D Saini, A Soni, Y Wang, K Dave, J Jiao, G K, P Dey, ... Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 27 | 2023 |
| Multilabel learning via supervised joint embedding of documents and labels A Soni, Y Mehdad, A Pappu, V Kulkarni, S Chen US Patent 10,552,501, 2020 | 27 | 2020 |
| Denoising of images with nonstationary noise F Porikli, A Soni US Patent 9,262,808, 2016 | 21 | 2016 |
| Estimation error guarantees for Poisson denoising with sparse and structured dictionary models A Soni, J Haupt 2014 IEEE International Symposium on Information Theory, 2002-2006, 2014 | 21 | 2014 |
| Learning sparse representations for adaptive compressive sensing A Soni, J Haupt 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 15 | 2012 |
| 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 |
| Multi-interest-aware user modeling for large-scale sequential recommendations J Lian, I Batal, Z Liu, A Soni, EY Kang, Y Wang, X Xie arXiv preprint arXiv:2102.09211, 2021 | 13 | 2021 |
| Collaborative personalization via simultaneous embedding of users and their preferences A Soni, Y Mehdad, T Chevalier US Patent 11,488,028, 2022 | 12 | 2022 |
| Online ranking with constraints: A primal-dual algorithm and applications to web traffic-shaping P Shah, A Soni, T Chevalier Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 11 | 2017 |
| 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 | 11 | 2017 |
| Diversity on the go! streaming determinantal point processes under a maximum induced cardinality objective P Liu, A Soni, EY Kang, Y Wang, M Parsana Proceedings of the Web Conference 2021, 1363-1372, 2021 | 8 | 2021 |
| User profile expansion for personalization and recommendation A Soni, T Chevalier, Y Mehdad US Patent 10,776,433, 2020 | 8 | 2020 |
Jarvis HauptAssociate Professor of Electrical and Computer Engineering, University of MinnesotaVerified email at umn.edu
