3 papers
cs.IT2026
Deterministic Smoothed MAP Detection for High-Dimensional MIMO Systems
Vitor Tucci Ramos, Stephane Senecal, Sheng Yang
We propose a deterministic smoothed maximum a posteriori (SMAP) framework for high-dimensional multiple-input multiple-output (MIMO) detection. The discrete constellation prior is…
cs.NI2026
From RAN Control to Agentic Intelligence: Architecture and Vision for Energy Efficient AI-RAN
Sabrine Aroua, Alexis I. Aravanis, Ilias Chatzistefanidis +7
Future 6G networks will rely on highly distributed, AI-native Radio Access Networks (RANs), where communication and AI workloads share a common infrastructure. This evolution, comb…
stat.CO2017
Forward Event-Chain Monte Carlo: Fast sampling by randomness control in irreversible Markov chains
Manon Michel, Alain Durmus, Stéphane Sénécal
Irreversible and rejection-free Monte Carlo methods, recently developed in Physics under the name Event-Chain and known in Statistics as Piecewise Deterministic Monte Carlo (PDMC),…