Engineered dissipation to mitigate barren plateaus
- Antonio Sannia
- Francesco Tacchino
- et al.
- 2024
- npj Quantum Information
Paper
Publications
97 results for Quantum Machine Learning
Quantum Theory and Application of Contextual Optimal Transport
- Nicola Mariella
- Albert Akhriev
- et al.
- 2024
- ICML 2024
Conference paperA perspective on quantum computing for analyzing cell-cell communication networks
- Filippo Utro
- Aritra Bose
- et al.
- 2024
- ISMB 2024
PosterQuantum-enabled multi-omics analysis
- Aritra Bose
- Hakan Doga
- et al.
- 2024
- ISMB 2024
TutorialLearning Low-Degree Quantum Objects
- Srinivasan Arunachalam
- Arkopal Dutt
- et al.
- 2024
- ICALP 2024
Conference paperQuantum machine learning on near-term quantum devices: Current state of supervised and unsupervised techniques for real-world applications
- Yaswitha Gujju
- Atsushi Matsuo
- et al.
- 2024
- Physical Review Applied
PaperTopological Data Analysis on Noisy Quantum Computers
- Ismail Akhalwaya
- Shashanka Ubaru
- et al.
- 2024
- ICLR 2024
Conference paperAdvancements in Quantum Computing—Viewpoint: Building Adoption and Competency in Industry
- Sieglinde Pfaendler
- Konstantin Konson
- et al.
- 2024
- Datenbank-Spektrum
ReviewOverview of algorithms in quantum machine learning
- Srinivasan Arunachalam
- 2024
- APS March Meeting 2024
Invited talkDemonstration of a Quantum Machine Learning Algorithm beyond the Coherence Time
- Hakan Tureci
- Fangjun Hu
- et al.
- 2024
- APS March Meeting 2024
Talk