2 papers
cs.DC2024
Decentralized LLM Inference over Edge Networks with Energy Harvesting
Aria Khoshsirat, Giovanni Perin, Michele Rossi
Large language models have significantly transformed multiple fields with their exceptional performance in natural language tasks, but their deployment in resource-constrained envi…
cs.CV2020
A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification
Aria Khoshsirat
Quantifying uncertainty in a model's predictions is important as it enables the safety of an AI system to be increased by acting on the model's output in an informed manner. This i…