Stephen H. Muggleton
Artificial Intelligence · 1994–2019
A researcher in the Science corpus: 7 papers; trusts 9 researchers and is trusted by 64 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 9 citations into it; #32,672 of 35,345 by trust here, #21,878 by citations
- Statistical Learning Theory — 7 citations into it
- Natural Language Processing — 5 citations into it
Whom Stephen H. Muggleton trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Leslie G. Valiant
- Thomas M. Cover
- Ryszard S. Michalski
- J. Ross Quinlan
- Yves Deville
- Jorma Rissanen
- R. Mike Cameron-Jones
- Kung-Kiu Lau
- Luc De Raedt
- Hendrik Blockeel
Who trusts Stephen H. Muggleton overall
- Luc De Raedt
- Cynthia Rudin
- A.S. d'Avila Garcez
- Kristian Kersting
- David Wingate
- Yura N. Perov
- Lukasz Kaiser
- Luis Galárraga
- Richard Jensen
- Roni Khardon
Papers from Stephen H. Muggleton's perspective
Ordered by how strongly the researchers Stephen H. Muggleton trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- Learning Multiple Layers of Features from Tiny Images
- A theory of the learnable
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- Bias reformulation for one-shot function induction (2014) — 103 citations
- Functional genomic hypothesis generation and experimentation by a robot scientist (2004) — 723 citations
- How Does Predicate Invention Affect Human Comprehensibility? (2016) — 44 citations
- Learning higher-order logic programs (2019) — 39 citations
- Stochastic Logic Programs (1996)
- Inverse entailment and progol (1995)
- Inductive Logic Programming: Theory and Methods (1994)