Karthyek Murthy

Management Science and Operations Research · 2016–2017

A researcher in the Science corpus: 3 papers; trusts 25 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Management Science and Operations Research — 23 citations into it; #4,812 of 11,946 by trust here, #4,602 by citations
• Statistics and Probability — 23 citations into it; #5,964 of 12,932 by trust here, #4,964 by citations
• Economics and Econometrics — 12 citations into it
• Applied Mathematics — 9 citations into it
• Finance — 8 citations into it
• Optimization & Training — 8 citations into it
• Control and Systems Engineering — 7 citations into it; #5,845 of 8,257 by trust here, #6,417 by citations
• Artificial Intelligence — 6 citations into it

Whom Karthyek Murthy trusts overall

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

1. Cédric Villani
2. Dimitris J. Bertsimas
3. Jose H. Blanchet
4. Peyman Mohajerin Esfahani
5. Huan Xu
6. Robert Tibshirani
7. Trevor J. Hastie
8. Henry Lam
9. Melvyn Sim
10. D. Kühn

Who trusts Karthyek Murthy overall

1. John C. Duchi
2. Aman Sinha
3. Hongseok Namkoong
4. Elvis Dohmatob
5. Jose H. Blanchet
6. Hamed Rahimian
7. D. Kühn
8. Soroosh Shafieezadeh-Abadeh
9. Sen Lin
10. Rui Gao

Papers from Karthyek Murthy's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. The Price of Robustness (Operational Research)
3. Asymptotics for lasso-type estimators
4. ImageNet classification with deep convolutional neural networks
5. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
6. Topics in Optimal Transportation
7. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
8. The Earth Mover's Distance as a Metric for Image Retrieval
9. Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations
10. Robustness and Regularization of Support Vector Machines

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
• Quantifying Distributional Model Risk via Optimal Transport (2016) — 516 citations