Veronika Rocková

Statistics and Probability · 2018

A researcher in the Science corpus: 3 papers; trusts 43 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 43 citations into it
• Artificial Intelligence — 30 citations into it
• Computational Mechanics — 12 citations into it
• Computer Vision and Pattern Recognition — 7 citations into it
• Management Science and Operations Research — 5 citations into it
• Optimization & Training — 5 citations into it

Whom Veronika Rocková trusts overall

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

1. Hui Zou
2. Jerome H. Friedman
3. Cun-Hui Zhang
4. Chris Hans
5. Jianqing Fan
6. Robert Tibshirani
7. James G. Scott
8. E.J. Candes
9. Trevor J. Hastie
10. Johannes Schmidt-Hieber

Who trusts Veronika Rocková overall

1. Y. Zhang
2. Yingbo Li

Papers from Veronika Rocková's perspective

Ordered by how strongly the researchers Veronika Rocková 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. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
4. Gradient-based learning applied to document recognition
5. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
6. Dropout: a simple way to prevent neural networks from overfitting
7. Long Short-Term Memory
8. ImageNet: A large-scale hierarchical image database
9. The Adaptive Lasso and Its Oracle Properties
10. Attention is All you Need (Neural Information Processing Systems)

Their papers

• The Spike-and-Slab LASSO (2018) — 399 citations
• Posterior Concentration for Sparse Deep Learning (2018) — 106 citations
• The Median Probability Model and Correlated Variables (2018) — 56 citations