Richard A. Nielsen
Statistics and Probability · 2011–2020
A researcher in the Science corpus: 5 papers; trusts 49 researchers and is trusted by 15 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 83 citations into it; #5,009 of 12,932 by trust here, #7,165 by citations
- Artificial Intelligence — 45 citations into it
- Economics and Econometrics — 36 citations into it
- Sociology and Political Science — 36 citations into it; #15,907 of 22,756 by trust here, #11,144 by citations
- Development — 27 citations into it
- Causal Inference & Discovery — 25 citations into it; #290 of 364 by trust here, #327 by citations
- Information Systems — 17 citations into it
- Political Science and International Relations — 16 citations into it; #3,718 of 4,701 by trust here, #3,380 by citations
Whom Richard A. Nielsen trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald B. Rubin
- Guido W. Imbens
- J. Berthelemy
- Elizabeth A. Stuart
- Judea Pearl
- David M. Blei
- Kosuke Imai
- Daniel E. Ho
- Gary King
- Peter C. Austin
Who trusts Richard A. Nielsen overall
- Margaret E. Roberts
- Serena Fatica
- Shenyang Guo
- Brandon M Stewart
- Frederick Bereskin
- Carina Jacobi
- Roberto Panzica
- Katherine A. Keith
Papers from Richard A. Nielsen's perspective
Ordered by how strongly the researchers Richard A. Nielsen trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Statistics and Causal Inference
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- The central role of the propensity score in observational studies for causal effects
- Learning Multiple Layers of Features from Tiny Images
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
Their papers
- Why Propensity Scores Should Not Be Used for Matching (2019) — 1,642 citations
- Adjusting for Confounding with Text Matching (2020) — 120 citations
- Computer-Assisted Text Analysis for Comparative Politics (2015) — 468 citations
- Rewarding Human Rights? Selective Aid Sanctions against Repressive States (2013) — 170 citations
- Foreign Aid Shocks as a Cause of Violent Armed Conflict (2011) — 267 citations