Hemant Tyagi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 25

Top Topics

High Dimensions

Top Venues

J. Mach. Learn. Res.

Theory Comput. Syst.

Publications

Hemant Tyagi
Joint Learning of Linear Dynamical Systems under Smoothness Constraints. CoRR (2024)
Ernesto Araya Valdivia, Mihai Cucuringu, Hemant Tyagi
Dynamic angular synchronization under smoothness constraints. CoRR (2024)
Ernesto Araya Valdivia, Hemant Tyagi
Graph Matching via convex relaxation to the simplex. CoRR (2023)
Hemant Tyagi, Denis V. Efimov
Learning linear dynamical systems under convex constraints. CoRR (2023)
Guillaume Braun, Hemant Tyagi, Christophe Biernacki
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees. ICML (2022)
Alexandre d'Aspremont, Mihai Cucuringu, Hemant Tyagi
Ranking and synchronization from pairwise measurements via SVD. J. Mach. Learn. Res. 22 (2021)
Guillaume Braun, Hemant Tyagi, Christophe Biernacki
Clustering multilayer graphs with missing nodes. CoRR (2021)
Guillaume Braun, Hemant Tyagi, Christophe Biernacki
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees. CoRR (2021)
Michaël Fanuel, Hemant Tyagi
Recovering Hölder smooth functions from noisy modulo samples. ACSCC (2021)
Guillaume Braun, Hemant Tyagi, Christophe Biernacki
Clustering multilayer graphs with missing nodes. AISTATS (2021)
Mihai Cucuringu, Apoorv Vikram Singh, Déborah Sulem, Hemant Tyagi
Regularized spectral methods for clustering signed networks. J. Mach. Learn. Res. 22 (2021)
Mihai Cucuringu, Apoorv Vikram Singh, Déborah Sulem, Hemant Tyagi
Regularized spectral methods for clustering signed networks. CoRR (2020)
Mihai Cucuringu, Hemant Tyagi
Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping. J. Mach. Learn. Res. 21 (2020)
Mihai Cucuringu, Hemant Tyagi
An extension of the angular synchronization problem to the heterogeneous setting. CoRR (2020)
Mihai Cucuringu, Peter Davies, Aldo Glielmo, Hemant Tyagi
SPONGE: A generalized eigenproblem for clustering signed networks. AISTATS (2019)
Alexandre d'Aspremont, Mihai Cucuringu, Hemant Tyagi
Ranking and synchronization from pairwise measurements via SVD. CoRR (2019)
Mihai Cucuringu, Peter Davies, Aldo Glielmo, Hemant Tyagi
SPONGE: A generalized eigenproblem for clustering signed networks. CoRR (2019)
Armin Eftekhari, Jared Tanner, Andrew Thompson, Bogdan Toader, Hemant Tyagi
Non-Negative Super-Resolution is Stable. DSW (2018)
Mihai Cucuringu, Hemant Tyagi
On denoising modulo 1 samples of a function. AISTATS (2018)
Armin Eftekhari, Jared Tanner, Andrew Thompson, Bogdan Toader, Hemant Tyagi
Sparse non-negative super-resolution - simplified and stabilised. CoRR (2018)
Stéphane Chrétien, Hemant Tyagi
Multi-kernel unmixing and super-resolution using the Modified Matrix Pencil method. CoRR (2018)
Hemant Tyagi, Anastasios Kyrillidis, Bernd Gärtner, Andreas Krause
Learning Sparse Additive Models with Interactions in High Dimensions. AISTATS (2016)
Hemant Tyagi, Sebastian U. Stich, Bernd Gärtner
On Two Continuum Armed Bandit Problems in High Dimensions. Theory Comput. Syst. 58 (1) (2016)
Hemant Tyagi, Anastasios Kyrillidis, Bernd Gärtner, Andreas Krause
Algorithms for Learning Sparse Additive Models with Interactions in High Dimensions. CoRR (2016)
Hemant Tyagi, Anastasios Kyrillidis, Bernd Gärtner, Andreas Krause
Learning Sparse Additive Models with Interactions in High Dimensions. CoRR (2016)
Hemant Tyagi, Bernd Gärtner, Andreas Krause
Efficient Sampling for Learning Sparse Additive Models in High Dimensions. NIPS (2014)
Hemant Tyagi, Bernd Gärtner
Continuum Armed Bandit Problem of Few Variables in High Dimensions. WAOA (2013)
Hemant Tyagi, Sebastian U. Stich, Bernd Gärtner
Stochastic continuum armed bandit problem of few linear parameters in high dimensions. CoRR (2013)
Hemant Tyagi, Bernd Gärtner
Continuum armed bandit problem of few variables in high dimensions CoRR (2013)
Hemant Tyagi, Volkan Cevher
Learning ridge functions with randomized sampling in high dimensions. ICASSP (2012)
Hemant Tyagi, Volkan Cevher
Active Learning of Multi-Index Function Models. NIPS (2012)
Hemant Tyagi, Rajesh M. Hegde, Hema A. Murthy, Anil Prabhakar
Automatic identification of bird calls using Spectral Ensemble Average Voice Prints. EUSIPCO (2006)