Ville Bergholm
Artificial Intelligence · 2004–2021
A researcher in the Science corpus: 5 papers; trusts 17 researchers and is trusted by 5 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 96 citations into it; #17,790 of 35,345 by trust here, #16,166 by citations
- Atomic and Molecular Physics, and Optics — 51 citations into it; #5,223 of 7,135 by trust here, #4,183 by citations
- Computational Theory and Mathematics — 15 citations into it
- Hardware and Architecture — 11 citations into it
Whom Ville Bergholm trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nathan Killoran
- Edward Farhi
- Jarrod R. McClean
- Maria Schuld
- Dougal Maclaurin
- Josh A. Izaac
- Jonathan Romero
- Atilim Gunes Baydin
- Damian S. Steiger
- Alberto Peruzzo
Who trusts Ville Bergholm overall
- Maria Schuld
- Andrea Mari
- Nathan Killoran
- Josh A. Izaac
- Thomas R. Bromley
- Tak Hur
- James Stokes
- David Wierichs
- L. Kim
- Hanrui Wang
Papers from Ville Bergholm's perspective
Ordered by how strongly the researchers Ville Bergholm trusts endorse each paper. Same corpus, a different order for every researcher.
- Quantum Computation and Quantum Information
- Automatic differentiation in PyTorch
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet classification with deep convolutional neural networks
- Neural Turing Machines
- OpenFermion: the electronic structure package for quantum computers (Quantum Science and Technology)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
- A Quantum Approximate Optimization Algorithm
- A variational eigenvalue solver on a photonic quantum processor (Nature Communications)
Their papers
- Quantum circuits with many photons on a programmable nanophotonic chip (2021) — 562 citations
- PennyLane: Automatic differentiation of hybrid quantum-classical computations (2018) — 1,710 citations
- Evaluating analytic gradients on quantum hardware (2018) — 1,140 citations
- Strawberry Fields: A Software Platform for Photonic Quantum Computing (2018) — 358 citations
- Transformation of quantum states using uniformly controlled rotations (2004) — 335 citations