On the role of entanglement and statistics in learning
- Srinivasan Arunachalam
- Vojtech Havlicek
- et al.
- 2024
- QIP 2024
Poster
Publications
101 results for Quantum Machine Learning
Using 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
TalkSymmetry-invariant Quantum Machine Learning Force Fields
- Isabel Le
- Oriel Kiss
- et al.
- 2023
- QTML 2023
TalkPulse-efficient quantum machine learning
- André Melo
- Nathan Earnest-Noble
- et al.
- 2023
- Quantum
Paper