Abstract: Machine learning is frequently used to detect multipath (MP) and nonline-of-sight (NLOS) signals in indoor pseudolite systems. Signal information redundancy and how to find algorithm’s ...

Problem: Fine-tuning large models with Parameter-Efficient Fine-Tuning (PEFT) methods like LoRA requires choosing optimal hyperparameters (e.g., LoRA rank, alpha, dropout). Manually searching for the ...

Within the renewable energy canopy, solar energy has emerged as a potentially viable energy source to mitigate the increase in greenhouse gas emissions from fossil fuel combustion and address the ...

Alessio Figalli studies optimal transport, a field of math that ranges from the movements of clouds to the workings of chatbots. By Siobhan Roberts The words “optimal” and “optimize” derive from the ...

Is your feature request related to a problem? Please describe. After having found optimal hyperparameters through many iterations, I want to fit the model using ALL available data. This is necessary ...