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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
882016
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
702021
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
682021
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
462016
Building user profiles by relevance feedback
R Shen, A Soni, T Chevalier, X Wu, P Yang
US Patent 10,698,967, 2020
352020
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
302017
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
282011
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
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
252020
Denoising of images with nonstationary noise
F Porikli, A Soni
US Patent 9,262,808, 2016
212016
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
202014
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
162023
Learning sparse representations for adaptive compressive sensing
A Soni, J Haupt
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
152012
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
Analytical precursor mining for personalized recommendation
N Yue, A Soni, T Chevalier, R Shen, P Shah
US Patent 11,244,326, 2022
132022
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
102017
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
92021
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
82020
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
72021
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