Adityanand Guntuboyina

Statistics and Probability · 2012–2017

A researcher in the Science corpus: 6 papers; trusts 31 researchers and is trusted by 21 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 58 citations into it; #2,898 of 12,932 by trust here, #3,609 by citations
• Artificial Intelligence — 20 citations into it; #18,255 of 35,345 by trust here, #22,463 by citations
• Computational Mechanics — 16 citations into it; #1,453 of 10,001 by trust here, #2,942 by citations
• Applied Mathematics — 15 citations into it
• Statistical Learning Theory — 11 citations into it
• Signal Processing — 5 citations into it

Whom Adityanand Guntuboyina trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Moulinath Banerjee
2. Pierre C. Bellec
3. Bodhisattva Sen
4. Sara A. van de Geer
5. L. Duembgen
6. Cun-Hui Zhang
7. Fabio Trojani
8. E. Seijo
9. Jon A. Wellner
10. Leo Breiman

Who trusts Adityanand Guntuboyina overall

1. Pierre C. Bellec
2. Bodhisattva Sen
3. Yining Chen
4. Richard J. Samworth
5. Qiyang Han
6. Lauren Hannah
7. Fadoua Balabdaoui
8. Nicolas Flammarion
9. Sabyasachi Chatterjee
10. Anirban Bhattacharya

Papers from Adityanand Guntuboyina's perspective

Ordered by how strongly the researchers Adityanand Guntuboyina trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Introduction to Nonparametric Estimation
3. On the theory of mortality measurement
4. ImageNet classification with deep convolutional neural networks
5. Information Theory: 1948-1998 - Guest Editorial
6. Estimating a Regression Function
7. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
8. Gradient-based learning applied to document recognition
9. Spline Models for Observational Data
10. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)

Their papers

• On Bayes Risk Lower Bounds (2014) — 51 citations
• Global risk bounds and adaptation in univariate convex regression (2013) — 87 citations
• On risk bounds in isotonic and other shape restricted regression problems (2013) — 143 citations
• On matrix estimation under monotonicity constraints (2015) — 62 citations
• Covering Numbers for Convex Functions (2012) — 76 citations
• Nonparametric Shape-Restricted Regression (2017) — 79 citations