Hemant Tyagi

发表

Advances in Neural Information Processing Systems (NIPS)

Andreas Krause, Hemant Tyagi, Bernd Gärtner, 2014 .

Learning Non-Parametric Basis Independent Models from Point Queries via Low-Rank Methods

V. Cevher, Hemant Tyagi, 2013, 1310.1826.

Continuum Armed Bandit Problem of Few Variables in High Dimensions

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

Active Learning of Multi-Index Function Models

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

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.

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).

Learning General Sparse Additive Models from Point Queries in High Dimensions

Hemant Tyagi, J. Vybíral, 2018, Constructive Approximation.

Learning non-smooth sparse additive models from point queries in high dimensions

Hemant Tyagi, J. Vybíral, 2018, 1801.08499.

Tangent space estimation for smooth embeddings of Riemannian manifolds

Pascal Frossard, Hemant Tyagi, Elif Vural, 2012 .

Ranking from pairwise comparisons via SVD

A. d'Aspremont, Hemant Tyagi, Mihai Cucuringu, 2018 .

Error analysis for denoising smooth modulo signals on a graph

Hemant Tyagi, 2020, Applied and Computational Harmonic Analysis.

Denoising modulo samples: k-NN regression and tightness of SDP relaxation

Hemant Tyagi, M. Fanuel, 2020, 2009.04850.

Denoising modulo samples: k-NN regression and tightness of SDP relaxation

Hemant Tyagi, M. Fanuel, 2020, 2009.04850.

Tangent space estimation for smooth embeddings of Riemannian manifolds

Hemant Tyagi, P. Frossard, Elif Vural, 2012, 1208.1065.

Dynamic Ranking and Translation Synchronization

Hemant Tyagi, E. Araya, Eglantine Karl'e, 2022, 2207.01455.

Tangent Space Estimation Bounds for Smooth Manifolds

Hemant Tyagi, P. Frossard, Elif Vural, 2013 .

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

Hemant Tyagi, C. Biernacki, Guillaume Braun, 2021, ICML.

Learning General Sparse Additive Models from Point Queries in High Dimensions

Hemant Tyagi, J. Vybíral, 2019, Constructive Approximation.

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

Hemant Tyagi, Stéphane Chrétien, 2020, Journal of Fourier Analysis and Applications.

SPONGE: A generalized eigenproblem for clustering signed networks

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

Clustering multilayer graphs with missing nodes

Hemant Tyagi, C. Biernacki, 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.

Regularized spectral methods for clustering signed networks pdf

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

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

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

On low dimensional models for functions in high dimensions

Hemant Tyagi, Hemant Tyagi, 2016 .

Learning Sparse Additive Models with Interactions in High Dimensions pdf

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

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..

Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method

Hemant Tyagi, Guillaume Braun, 2022, 2205.12104.

Dynamic ranking and translation synchronization

Hemant Tyagi, E. Araya, Eglantine Karl'e, 2022, Information and Inference: A Journal of the IMA.

Ranking and synchronization from pairwise measurements via SVD pdf

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

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

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

On Two Continuum Armed Bandit Problems in High Dimensions

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

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

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