Hemant Tyagi

发表

Learning ridge functions with randomized sampling in high dimensions

Volkan Cevher, Hemant Tyagi, V. Cevher, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Active Learning of Multi-Index Function Models

Volkan Cevher, Hemant Tyagi, V. Cevher, 2012, NIPS.

Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping

Hemant Tyagi, Mihai Cucuringu, Hemant Tyagi, 2018, J. Mach. Learn. Res..

Efficient Sampling for Learning Sparse Additive Models in High Dimensions

Andreas Krause, Hemant Tyagi, Bernd Gärtner, 2014, NIPS.

Advances in Neural Information Processing Systems (NIPS)

Andreas Krause, Hemant Tyagi, Bernd Gärtner, 2014 .

Regularized spectral methods for clustering signed networks pdf

Hemant Tyagi, Mihai Cucuringu, Apoorv Vikram Singh, 2020, J. Mach. Learn. Res..

An extension of the angular synchronization problem to the heterogeneous setting pdf

Hemant Tyagi, Mihai Cucuringu, Hemant Tyagi, 2020, Foundations of Data Science.

On Two Continuum Armed Bandit Problems in High Dimensions

Sebastian U. Stich, Hemant Tyagi, Bernd Gärtner, 2014, Theory of Computing Systems.

On low dimensional models for functions in high dimensions

Hemant Tyagi, Hemant Tyagi, 2016 .

NON-NEGATIVE SUPER-RESOLUTION IS STABLE

Hemant Tyagi, Jared Tanner, Armin Eftekhari, 2018, 2018 IEEE Data Science Workshop (DSW).

Stochastic continuum armed bandit problem of few linear parameters in high dimensions pdf

Sebastian U. Stich, Hemant Tyagi, Bernd Gärtner, 2013, ArXiv.

Sparse non-negative super-resolution - simplified and stabilised pdf

Hemant Tyagi, Jared Tanner, Armin Eftekhari, 2018, Applied and Computational Harmonic Analysis.

Automatic identification of bird calls using Spectral Ensemble Average Voice Prints

Anil Prabhakar, Rajesh M. Hegde, Hema A. Murthy, 2006, 2006 14th European Signal Processing Conference.

Learning Sparse Additive Models with Interactions in High Dimensions pdf

Andreas Krause, Anastasios Kyrillidis, Hemant Tyagi, 2016, AISTATS.

Ranking and synchronization from pairwise measurements via SVD pdf

Alexandre d'Aspremont, Hemant Tyagi, Mihai Cucuringu, 2019, J. Mach. Learn. Res..

Multi-kernel Unmixing and Super-Resolution Using the Modified Matrix Pencil Method

Stéphane Chrétien, Hemant Tyagi, Hemant Tyagi, 2018, Journal of Fourier Analysis and Applications.

Continuum Armed Bandit Problem of Few Variables in High Dimensions

Hemant Tyagi, Bernd Gärtner, Bernd Gärtner, 2013, WAOA.

On denoising modulo 1 samples of a function

Hemant Tyagi, Mihai Cucuringu, 2018, AISTATS.

SPONGE: A generalized eigenproblem for clustering signed networks

Peter Davies, Hemant Tyagi, Mihai Cucuringu, 2019, AISTATS.

An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees pdf

Christophe Biernacki, Hemant Tyagi, Guillaume Braun, 2021, ArXiv.

Clustering multilayer graphs with missing nodes

Christophe Biernacki, Hemant Tyagi, Guillaume Braun, 2021, AISTATS.

Dynamic Ranking with the BTL Model: A Nearest Neighbor based Rank Centrality Method

Hemant Tyagi, Eglantine Karl'e, Hemant Tyagi, 2021, 2109.13743.

Recovering H\"older smooth functions from noisy modulo samples

Hemant Tyagi, Michael Fanuel, 2021 .

Error analysis for denoising smooth modulo signals on a graph

Hemant Tyagi, 2021, Applied and Computational Harmonic Analysis.

Tangent space estimation for smooth embeddings of Riemannian manifolds

Pascal Frossard, Hemant Tyagi, Elif Vural, 2012 .