According to our database1, Hemant Tyagi authored at least 16 papers between 2006 and 2020.
Legend:Book In proceedings Article PhD thesis Other
Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping.
J. Mach. Learn. Res., 2020
Ranking and synchronization from pairwise measurements via SVD.
SPONGE: A generalized eigenproblem for clustering signed networks.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Multi-kernel unmixing and super-resolution using the Modified Matrix Pencil method.
Sparse non-negative super-resolution - simplified and stabilised.
Non-Negative Super-Resolution is Stable.
Proceedings of the 2018 IEEE Data Science Workshop, 2018
On denoising modulo 1 samples of a function.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
On Two Continuum Armed Bandit Problems in High Dimensions.
Theory Comput. Syst., 2016
Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions.
Learning Sparse Additive Models with Interactions in High Dimensions.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Efficient Sampling for Learning Sparse Additive Models in High Dimensions.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Stochastic continuum armed bandit problem of few linear parameters in high dimensions.
Continuum Armed Bandit Problem of Few Variables in High Dimensions.
Proceedings of the Approximation and Online Algorithms - 11th International Workshop, 2013
Active Learning of Multi-Index Function Models.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Learning ridge functions with randomized sampling in high dimensions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Automatic identification of bird calls using Spectral Ensemble Average Voice Prints.
Proceedings of the 14th European Signal Processing Conference, 2006