Classical Verification of Quantum Learning
- Matthias Caro
- Marcel Hinsche
- et al.
- 2024
- ITCS 2024
Conference paper
Publications
103 results for Quantum Machine Learning
On the role of entanglement and statistics in learning
- Srinivasan Arunachalam
- Vojtech Havlicek
- et al.
- 2024
- QIP 2024
PosterLearning hard distributions with quantum-enhanced variational autoencoders
- Anantha Rao
- Dhiraj Madan
- et al.
- 2024
- QIP 2024
PosterUsing Quantum Natural Language Processing for Sentiment Classification and Next-Word Prediction in Sentences Without Fixed Syntactic Structure
- David Peral-garcía
- Juan Cruz-Benito
- et al.
- 2023
- ICIST 2023
Conference paperQuantum data learning for quantum simulations in high-energy physics
- Lento Nagano
- Alexander Miessen
- et al.
- 2023
- PRResearch
PaperOn the role of entanglement and statistics in learning
- Srinivasan Arunachalam
- Vojtech Havlicek
- et al.
- 2023
- NeurIPS 2023
Conference paperLearning hard distributions with quantum-enhanced variational autoencoders
- Anantha Rao
- Dhiraj Madan
- et al.
- 2023
- NeurIPS 2023
Workshop paperQuantum Theory and Application of Contextual Optimal Transport
- 2023
- NeurIPS 2023
Workshop paperTight and Efficient Gradient Bounds for Parameterized Quantum Circuits
- Alistair Letcher
- Stefan Woerner
- et al.
- 2024
- ML-Obergurgl 2024
TalkFrom Tight Gradient Bounds for Parameterized Quantum Circuits to the Absence of Barren Plateaus in QGANs
- Alistair Letcher
- Stefan Woerner
- et al.
- 2023
- QTML 2023
Talk