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Akshay Soni
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Year
Distributed representations for biological sequence analysis
D Kimothi, A Soni, P Biyani, JM Hogan
arXiv preprint arXiv:1608.05949, 2016
682016
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
422016
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
322021
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
272021
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
272013
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
272011
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
262017
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
212014
Denoising of images with nonstationary noise
F Porikli, A Soni
US Patent 9,262,808, 2016
182016
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
162020
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
142013
Learning sparse representations for adaptive compressive sensing
A Soni, J Haupt
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
142012
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
92017
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
92017
User profile expansion for personalization and recommendation
A Soni, T Chevalier, Y Mehdad
US Patent 10,776,433, 2020
72020
Collaborative personalization via simultaneous embedding of users and their preferences
A Soni, Y Mehdad, T Chevalier
US Patent App. 15/476,685, 2018
72018
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
72014
MIMO two-way relaying in frequency selective environment using OFDM
A Soni, T Sharma, M Chandwani, V Chakka
2009 First UK-India International Workshop on Cognitive Wireless Systems …, 2009
72009
Learning supervised embeddings for large scale sequence comparisons
D Kimothi, P Biyani, JM Hogan, A Soni, W Kelly
PloS one 15 (3), e0216636, 2020
52020
Inverse qr 2d-rls adaptive channel estimation for ofdm systems
A Soni, T Sharma, V Chakka
IEICE transactions on communications 93 (10), 2822-2825, 2010
52010
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