Deep learning is the basis of the large artificial intelligence models, including large ... to discover new architectures." For example, a widely used optimization program called FlashAttention ...

With mathematical optimization, you can: • Represent your complex business problems as mathematical models, which you ... To give you an example that is particularly relevant today, a hospital ...

For example, a supervised learning model can be trained on historical surgical patient data to determine procedure duration. Defining an optimization problem, however, requires more robust data ...

This enables the model to identify an optimization trajectory based on the examples included in the meta-prompt. The researchers note, “Including optimization trajectory in the meta-prompt ...

On the 8th of December 2021, M.Sc. Kari Rantanen will defend his doctoral thesis on Optimization Algorithms for Learning Graphical Model Structures. The thesis a part of research done in the ...