Susmita Sur-Kolay

Artificial Intelligence · 2015

A researcher in the Science corpus: 1 paper; trusts 4 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 22 citations into it; #24,071 of 35,345 by trust here, #17,776 by citations
• Safety, Robustness & Interpretability — 13 citations into it; #1,571 of 2,251 by trust here, #1,512 by citations
• Signal Processing — 7 citations into it

Whom Susmita Sur-Kolay trusts overall

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

1. Jerome H. Friedman
2. Ronan Collobert
3. Blaine Nelson
4. David William Aha
5. Niels Landwehr

Who trusts Susmita Sur-Kolay overall

1. Nicolas Papernot
2. Patrick Drew McDaniel
3. Chaofei Yang

Papers from Susmita Sur-Kolay's perspective

Ordered by how strongly the researchers Susmita Sur-Kolay trusts endorse each paper. Same corpus, a different order for every researcher.

1. Adversarial classification
2. Special Invited Paper-Additive logistic regression: A statistical view of boosting
3. Can machine learning be secure?
4. The security of machine learning
5. Static prediction games for adversarial learning problems
6. Online Anomaly Detection under Adversarial Impact
7. Improvements to Platt's SMO Algorithm for SVM Classifier Design (Neural Computation)
8. Understanding the risk factors of learning in adversarial environments
9. Poisoning Attacks against Support Vector Machines
10. Instance-based learning algorithms

Their papers

• Systematic Poisoning Attacks on and Defenses for Machine Learning in Healthcare (2015) — 347 citations