3 papers
stat.ML2026
Joint Bayesian Parameter and Model Order Estimation for Low-Rank Probability Mass Tensors
Joseph K. Chege, Arie Yeredor, Martin Haardt
Obtaining a reliable estimate of the joint probability mass function (PMF) of a set of random variables from observed data is a significant objective in statistical signal processi…
cs.LG2025
A Unified MDL-based Binning and Tensor Factorization Framework for PDF Estimation
Mustafa Musab, Joseph K. Chege, Arie Yeredor +1
Reliable density estimation is fundamental for numerous applications in statistics and machine learning. In many practical scenarios, data are best modeled as mixtures of component…
eess.SP2025
Probabilistic Position-Aided Beam Selection for mmWave MIMO Systems
Joseph K. Chege, Arie Yeredor, Martin Haardt
Millimeter-wave (mmWave) MIMO systems rely on highly directional beamforming to overcome severe path loss and ensure robust communication links. However, selecting the optimal beam…