Scott Garrabrant
Artificial Intelligence · 2016–2019
A researcher in the Science corpus: 6 papers; trusts 19 researchers and is trusted by 8 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 48 citations into it; #23,760 of 35,345 by trust here, #16,771 by citations
- Reinforcement Learning — 16 citations into it
- Probabilistic & Bayesian Methods — 14 citations into it
- Management Science and Operations Research — 13 citations into it
- Alignment & RLHF — 11 citations into it
- Safety, Robustness & Interpretability — 11 citations into it; #1,046 of 2,251 by trust here, #1,186 by citations
Whom Scott Garrabrant trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Matthew Richardson
- Luc De Raedt
- Stuart J. Russell
- Stephen H. Muggleton
- Thomas G. Dietterich
- Pedro M. Domingos
- Nate Soares
- Philipp Hennig
- Richard Maclin
- Kristian Kersting
Who trusts Scott Garrabrant overall
Papers from Scott Garrabrant's perspective
Ordered by how strongly the researchers Scott Garrabrant trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- GENERATIVE ADVERSARIAL NETS
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Reinforcement Learning: An Introduction
Their papers
- Risks from Learned Optimization in Advanced Machine Learning Systems (2019) — 297 citations
- Logical Induction (2016) — 40 citations
- Categorizing Variants of Goodhart's Law (2018) — 183 citations
- Asymptotic Convergence in Online Learning with Unbounded Delays (2016) — 10 citations
- Embedded Agency (2019) — 38 citations
- Uniform Coherence (2016)