C. Marsala
Artificial Intelligence · 2017–2019
A researcher in the Science corpus: 4 papers; trusts 25 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 39 citations into it; #20,659 of 35,345 by trust here, #14,181 by citations
- Safety, Robustness & Interpretability — 29 citations into it; #2,012 of 2,251 by trust here, #1,819 by citations
- Computer Vision and Pattern Recognition — 7 citations into it
Whom C. Marsala trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Cynthia Rudin
- Yann LeCun
- David Martens
- Ryan D. Turner
- Riccardo Guidotti
- Yoshua Bengio
- L. Eon Bottou
- Geoffrey E. Hinton
- Alex Krizhevsky
- Lisa Anne Hendricks
Who trusts C. Marsala overall
Papers from C. Marsala's perspective
Ordered by how strongly the researchers C. Marsala trusts endorse each paper. Same corpus, a different order for every researcher.
- Gradient-based learning applied to document recognition
- 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
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- ImageNet Large Scale Visual Recognition Challenge
Their papers
- The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations (2019) — 231 citations
- Comparison-Based Inverse Classification for Interpretability in Machine Learning (2018) — 133 citations
- Defining Locality for Surrogates in Post-hoc Interpretablity (2018) — 101 citations
- Inverse Classification for Comparison-based Interpretability in Machine Learning (2017) — 121 citations