Yang Kang

Statistics and Probability · 2016–2017

A researcher in the Science corpus: 2 papers; trusts 20 researchers and is trusted by 7 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 17 citations into it; #5,711 of 12,932 by trust here, #4,964 by citations
• Management Science and Operations Research — 8 citations into it; #4,535 of 11,946 by trust here, #4,602 by citations
• Computational Mechanics — 6 citations into it
• Optimization & Training — 6 citations into it
• Artificial Intelligence — 5 citations into it

Whom Yang Kang trusts overall

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

1. Jose H. Blanchet
2. Huan Xu
3. Peyman Mohajerin Esfahani
4. Henry Lam
5. Trevor J. Hastie
6. Robert Tibshirani
7. Soroosh Shafieezadeh-Abadeh
8. Alexandre Belloni
9. D. Kühn
10. John C. Duchi

Who trusts Yang Kang overall

1. D. Kühn
2. John C. Duchi
3. Soroosh Shafieezadeh-Abadeh
4. Jose H. Blanchet
5. Hongseok Namkoong
6. Peyman Mohajerin Esfahani
7. Marvin Zhang
8. Aman Sinha

Papers from Yang Kang's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. ImageNet classification with deep convolutional neural networks
3. Asymptotics for lasso-type estimators
4. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
5. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
6. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
7. The Dantzig selector: Statistical estimation when P is much larger than n
8. The Earth Mover's Distance as a Metric for Image Retrieval
9. Gradient-based learning applied to document recognition
10. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)

Their papers

• Robust Wasserstein profile inference and applications to machine learning (2016) — 385 citations
• Data-Driven Optimal Transport Cost Selection For Distributionally Robust Optimization (2017) — 47 citations