Hemant Tyagi
Hemant Tyagi
Researcher, Inria Lille - Nord Europe
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Automatic identification of bird calls using spectral ensemble average voice prints
H Tyagi, RM Hegde, HA Murthy, A Prabhakar
2006 14th European Signal Processing Conference, 1-5, 2006
582006
Tangent space estimation for smooth embeddings of Riemannian manifolds ®
H Tyagi, E Vural, P Frossard
Information and Inference: A Journal of the IMA 2 (1), 69-114, 2013
552013
Learning non-parametric basis independent models from point queries via low-rank methods
H Tyagi, V Cevher
Applied and Computational Harmonic Analysis 37 (3), 389-412, 2014
392014
Active learning of multi-index function models
T Hemant, V Cevher
Advances in Neural Information Processing Systems 25, 1475-1483, 2012
24*2012
Sparse non-negative super-resolution—simplified and stabilised
A Eftekhari, J Tanner, A Thompson, B Toader, H Tyagi
Applied and Computational Harmonic Analysis 50, 216-280, 2021
212021
On denoising modulo 1 samples of a function
M Cucuringu, H Tyagi
International Conference on Artificial Intelligence and Statistics, 1868-1876, 2018
182018
SPONGE: A generalized eigenproblem for clustering signed networks
M Cucuringu, P Davies, A Glielmo, H Tyagi
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
152019
Continuum armed bandit problem of few variables in high dimensions
H Tyagi, B Gärtner
11th Workshop on Approximation and Online Algorithms 8447, 108-119, 2013
132013
Efficient Sampling for Learning Sparse Additive Models in High Dimensions.
H Tyagi, B Gärtner, A Krause
NIPS, 514-522, 2014
122014
Learning sparse additive models with interactions in high dimensions
H Tyagi, A Kyrillidis, B Gärtner, A Krause
Artificial Intelligence and Statistics, 111-120, 2016
92016
Learning ridge functions with randomized sampling in high dimensions
H Tyagi, V Cevher
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
82012
Algorithms for learning sparse additive models with interactions in high dimensions*
H Tyagi, A Kyrillidis, B Gärtner, A Krause
Information and Inference: A Journal of the IMA 7 (2), 183-249, 2018
62018
On two continuum armed bandit problems in high dimensions
H Tyagi, SU Stich, B Gärtner
Theory of Computing Systems 58 (1), 191-222, 2016
62016
Ranking and synchronization from pairwise measurements via SVD
A d'Aspremont, M Cucuringu, H Tyagi
arXiv preprint arXiv:1906.02746, 2019
52019
Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping
M Cucuringu, H Tyagi
Journal of Machine Learning Research 21 (32), 2020
42020
Multi-kernel unmixing and super-resolution using the Modified Matrix Pencil method
S Chrétien, H Tyagi
Journal of Fourier Analysis and Applications 26 (1), 1-58, 2020
42020
An extension of the angular synchronization problem to the heterogeneous setting
M Cucuringu, H Tyagi
arXiv preprint arXiv:2012.14932, 2020
32020
Regularized spectral methods for clustering signed networks
M Cucuringu, AV Singh, D Sulem, H Tyagi
arXiv preprint arXiv:2011.01737, 2020
32020
Denoising modulo samples: k-NN regression and tightness of SDP relaxation
M Fanuel, H Tyagi
arXiv preprint arXiv:2009.04850, 2020
32020
Error analysis for denoising smooth modulo signals on a graph
H Tyagi
arXiv preprint arXiv:2009.04859, 2020
22020
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