Joyee Ghosh

Statistics and Probability · 2011–2015

A researcher in the Science corpus: 4 papers; trusts 32 researchers and is trusted by 19 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 31 citations into it; #2,399 of 12,932 by trust here, #4,809 by citations
• Artificial Intelligence — 15 citations into it; #8,973 of 35,345 by trust here, #23,077 by citations
• Probabilistic & Bayesian Methods — 7 citations into it

Whom Joyee Ghosh trusts overall

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

1. Merlise A. Clyde
2. Christopher C. Holmes
3. Robert Tibshirani
4. Feng Liang
5. Radford M. Neal
6. Denise Draper
7. Alan Genz
8. Nicholas G. Polson
9. Christopher Zorn
10. Yann LeCun

Who trusts Joyee Ghosh overall

1. Yingbo Li
2. Mark F. J. Steel
3. Merlise A. Clyde
4. J. R. Magnus
5. Y. Zhang
6. Andrew E Ghattas
7. Giuseppe De Luca
8. Peter Carbonetto
9. By P. Richard Hahn
10. Christian Alexander Schäfer

Papers from Joyee Ghosh's perspective

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

1. ImageNet classification with deep convolutional neural networks
2. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
3. Gradient-based learning applied to document recognition
4. Long Short-Term Memory
5. Regression Shrinkage and Selection via the Lasso
6. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
7. Attention is All you Need (Neural Information Processing Systems)
8. ImageNet: A large-scale hierarchical image database
9. Learning Multiple Layers of Features from Tiny Images
10. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper

Their papers

• Bayesian Adaptive Sampling for Variable Selection and Model Averaging (2011) — 253 citations
• Rao–Blackwellization for Bayesian Variable Selection and Model Averaging in Linear and Binary Regression: A Novel Data Augmentation Approach (2011) — 48 citations
• Bayesian Variable Selection Under Collinearity (2015) — 64 citations
• On the Use of Cauchy Prior Distributions for Bayesian Logistic Regression (2015) — 151 citations