Johannes O. Royset
Artificial Intelligence · 2001–2019
A researcher in the Science corpus: 5 papers; trusts 20 researchers and is trusted by 14 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 19 citations into it
- Optimization & Training — 9 citations into it
- Statistics and Probability — 8 citations into it; #3,532 of 12,932 by trust here, #4,517 by citations
- Computer Vision and Pattern Recognition — 7 citations into it
- Safety, Robustness & Interpretability — 7 citations into it
Whom Johannes O. Royset trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Elijah Polak
- Albert Benveniste
- A. Der Kiureghian
- Pierre Priouret
- K. Marti
- Dongxian Wu
- William M. Waite
- Aleksander Madry
- Yair Carmon
- Hongyang Zhang
Who trusts Johannes O. Royset overall
- Marcos A. Valdebenito
- Sharif Rahman
- Gerhart I. Schuëller
- V. Dubourg
- Hector A. Jensen
- Tam H. Nguyen
- Elijah Polak
- D. Wei
- Bruno Sudret
- Junho Song
Papers from Johannes O. Royset's perspective
Ordered by how strongly the researchers Johannes O. Royset 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
- Gradient-based learning applied to document recognition
- Learning Multiple Layers of Features from Tiny Images
- ImageNet: A large-scale hierarchical image database
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- Reliability-based optimal design using sample average approximations (2004) — 103 citations
- Reliability-Based Optimal Design of Series Structural Systems (2001) — 99 citations
- Optimal design with probabilistic objective and constraints (2006) — 64 citations
- Diametrical Risk Minimization: theory and computations (2019) — 22 citations
- Extensions of Stochastic Optimization Results to Problems with System Failure Probability Functions (2007) — 58 citations