3 papers
cs.CL2025
CASTILLO: Characterizing Response Length Distributions of Large Language Models
Daniel F. Perez-Ramirez, Dejan Kostic, Magnus Boman
Efficiently managing compute resources for Large Language Model (LLM) inference remains challenging due to the inherently stochastic and variable lengths of autoregressive text gen…
cs.LG2024
Robust Generalization of Graph Neural Networks for Carrier Scheduling
Daniel F. Perez-Ramirez, Carlos Pérez-Penichet, Nicolas Tsiftes +3
Battery-free sensor tags are devices that leverage backscatter techniques to communicate with standard IoT devices, thereby augmenting a network's sensing capabilities in a scalabl…
quant-ph2024
Variational Quantum Algorithms for Combinatorial Optimization
Daniel F Perez-Ramirez
The promise of quantum computing to address complex problems requiring high computational resources has long been hindered by the intrinsic and demanding requirements of quantum ha…