Emily Fertig
Artificial Intelligence · 2011–2019
A researcher in the Science corpus: 3 papers; trusts 28 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 50 citations into it
- Computer Vision and Pattern Recognition — 26 citations into it; #21,416 of 21,575 by trust here, #9,435 by citations
- Safety, Robustness & Interpretability — 18 citations into it; #1,335 of 2,251 by trust here, #505 by citations
- Probabilistic & Bayesian Methods — 17 citations into it
- Management Science and Operations Research — 7 citations into it
- Model Architectures — 7 citations into it
Whom Emily Fertig trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Alex Krizhevsky
- Diederik P. Kingma
- Geoffrey E. Hinton
- Alex Graves
- Kaiming He
- Yann LeCun
- Yoshua Bengio
- Dan Hendrycks
- Sepp Hochreiter
- Max Welling
Who trusts Emily Fertig overall
- Erik A. Daxberger
- Stanislav Fort
- Joost R. van Amersfoort
- Pavel Izmailov
- Andrew Gordon Wilson
- L. Noel
- Saikiran Bulusu
- Jie Jessie Ren
- Zhizhong Li
- Balaji Lakshminarayanan
Papers from Emily Fertig's perspective
Ordered by how strongly the researchers Emily Fertig trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
- ImageNet Large Scale Visual Recognition Challenge
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift (2019) — 2,269 citations
- Likelihood Ratios for Out-of-Distribution Detection (2019) — 840 citations
- Economics of compressed air energy storage to integrate wind power: A case study in ERCOT (2011) — 172 citations