Hemant Tyagi

Tangent space estimation for smooth embeddings of Riemannian manifolds

Hemant Tyagi, Esra Vural, Pascal Frossard · Information and Inference A Journal of the IMA · 2013 · 48 citations · Full text

Learning non-parametric basis independent models from point queries via low-rank methods

Hemant Tyagi, Volkan Cevher · Applied and Computational Harmonic Analysis · 2014 · 36 citations · Full text

Low-rank Approximation, Engineering, Machine Learning +13

Automatic identification of bird calls using Spectral Ensemble Average Voice Prints

Hemant Tyagi, Rajesh M. Hegde, Hema A. Murthy et al. · 2006 · 29 citations

SPONGE: A generalized eigenproblem for clustering signed networks

Mihai Cucuringu, Peter Maxwell Davies, Aldo Glielmo et al. · arXiv (Cornell University) · 2019 · 25 citations · Full text

Spectral Theory, Cluster Computing, Affinity Measure +17

Active Learning of Multi-Index Function Models

Hemant Tyagi, Volkan Cevher · Neural Information Processing Systems · 2012 · 23 citations

Engineering, Machine Learning, Function F +18