Tim Byrnes

Artificial Intelligence · 2002–2022

A researcher in the Science corpus: 3 papers; trusts 21 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 40 citations into it
• Atomic and Molecular Physics, and Optics — 39 citations into it; #5,389 of 7,135 by trust here, #5,903 by citations
• Computational Theory and Mathematics — 9 citations into it
• Electrical and Electronic Engineering — 7 citations into it
• Statistical and Nonlinear Physics — 5 citations into it

Whom Tim Byrnes trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Edward Farhi
2. Andrew Lucas
3. Roman Orus
4. Sanjeev Arora
5. Michel X. Goemans
6. Li Huang
7. Oriol Vinyals
8. Jeffrey Goldstone

Who trusts Tim Byrnes overall

1. M. Bañuls
2. Marcello Dalmonte
3. Lukas M. Sieberer
4. Simone Montangero
5. Boris A. Malomed
6. M. Buchhold
7. Krzysztof Cichy
8. J. I. Cirac

Papers from Tim Byrnes's perspective

Ordered by how strongly the researchers Tim Byrnes trusts endorse each paper. Same corpus, a different order for every researcher.

1. Gradient-based learning applied to document recognition
2. ImageNet classification with deep convolutional neural networks
3. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
5. Quantum Computation by Adiabatic Evolution
6. Pointer Networks
7. Neural networks and physical systems with emergent collective computational abilities.
8. Attention is All you Need (Neural Information Processing Systems)
9. Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming
10. Long Short-Term Memory

Their papers

• Ising machines as hardware solvers of combinatorial optimization problems (2022) — 614 citations
• Exciton–polariton condensates (2014) — 689 citations
• Density matrix renormalization group approach to the massive Schwinger model (2002) — 150 citations