Hemant Tyagi
Statistics and Probability · 2014–2016
A researcher in the Science corpus: 2 papers; trusts 11 researchers and is trusted by 10 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 12 citations into it
- Computational Mechanics — 8 citations into it
Whom Hemant Tyagi trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Alexandre B. Tsybakov
- C. Stone
- Gitta Kutyniok
- Yurii E. Nesterov
- E.J. Candes
- Yi Lin
- Ronald A. DeVore
- Lukas Meier
- Jian Huang
- Arkadi Nemirovski
Who trusts Hemant Tyagi overall
- Tameem Adel
- Adriana Kovashka
- Hanna Kamyshanska
- Vinod Kumar Kurmi
- Jianmin Chen
- Dieuwke Hupkes
- Sai Rajeswar
- Kristen Grauman
- Roland Memisevic
- Lei Zhang
Papers from Hemant Tyagi's perspective
Ordered by how strongly the researchers Hemant Tyagi trusts endorse each paper. Same corpus, a different order for every researcher.
- Atomic Decomposition by Basis Pursuit
- Regression Shrinkage and Selection via the Lasso
- Stable signal recovery from incomplete and inaccurate measurements
- Component selection and smoothing in multivariate nonparametric regression
- High-dimensional additive modeling
- A Simple Proof of the Restricted Isometry Property for Random Matrices
- Compressed Sensing
- Model selection and estimation in regression with grouped variables
- Sparse additive models
- Smoothing Spline Anova Models
Their papers
- Learning Sparse Additive Models with Interactions in High Dimensions (2016) — 16 citations
- Advances in Neural Information Processing Systems (NIPS) (2014) — 315 citations