Naoki Egami
Statistics and Probability · 2018–2021
A researcher in the Science corpus: 3 papers; trusts 21 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 43 citations into it
- Artificial Intelligence — 22 citations into it
- Causal Inference & Discovery — 18 citations into it
- Political Science and International Relations — 14 citations into it
- Sociology and Political Science — 14 citations into it
- Economics and Econometrics — 12 citations into it
- Statistical Learning Theory — 5 citations into it
Whom Naoki Egami trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Daniel McFadden
- Susan Athey
- Robert Tibshirani
- Trevor J. Hastie
- Donald B. Rubin
- P. Marshall
- Tyler J. VanderWeele
- Guido W. Imbens
- James M. Robins
- Victor Chernozhukov
Who trusts Naoki Egami overall
Papers from Naoki Egami's perspective
Ordered by how strongly the researchers Naoki Egami trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- ImageNet classification with deep convolutional neural networks
- The Nature of Statistical Learning Theory
- Recursive partitioning for heterogeneous causal effects
- Double/debiased machine learning for treatment and structural parameters
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- The Elements of Statistical Learning
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
Their papers
- How to make causal inferences using texts (2018) — 185 citations
- Causal Interaction in Factorial Experiments: Application to Conjoint Analysis (2018) — 117 citations
- Improving the External Validity of Conjoint Analysis: The Essential Role of Profile Distribution (2021) — 130 citations