Andrew O. Arnold

Artificial Intelligence · with Eskin · 2002–2007

A researcher in the Science corpus: 3 papers; trusts 8 researchers and is trusted by 31 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 7 citations into it; #6,449 of 35,345 by trust here, #10,207 by citations
• Probabilistic & Bayesian Methods — 5 citations into it

Whom Andrew O. Arnold trusts overall

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

1. Robert Tibshirani
2. Tom L. Burr
3. Nicolai Meinshausen
4. David Madigan
5. Sam T. Roweis
6. Don Coppersmith
7. Nir Friedman
8. Peter Buhlmann
9. Zoubin Ghahramani
10. David E. Heckerman

Who trusts Andrew O. Arnold overall

1. Konrad Rieck
2. Marie C. McGraw
3. Jiong Zhang
4. Richard A. Davis
5. Roberto Perdisci
6. Pavel Laskov
7. Varun Chandola
8. Julie Yixuan Zhu
9. Michael Hahsler
10. Kingsly Leung

Papers from Andrew O. Arnold's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. High-dimensional graphs and variable selection with the Lasso
3. [Least Angle Regression]: Discussion
4. ImageNet classification with deep convolutional neural networks
5. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
6. Causation, Prediction, and Search
7. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
8. Estimating the Dimension of a Model
9. Gradient-based learning applied to document recognition
10. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)

Their papers

• A Geometric Framework for Unsupervised Anomaly Detection (2002) — 669 citations
• Temporal causal modeling with graphical granger methods (2007) — 336 citations
• A GEOMETRIC FRAMEWORK FOR UNSUPERVISED ANOMALY DETECTION: DETECTING INTRUSIONS IN UNLABELED DATA (2002) — 795 citations