2 papers
stat.ML2025
An Approach to Variable Clustering: K-means in Transposed Data and its Relationship with Principal Component Analysis
Victor Saquicela, Kenneth Palacio-Baus, Mario Chifla
Principal Component Analysis (PCA) and K-means constitute fundamental techniques in multivariate analysis. Although they are frequently applied independently or sequentially to clu…
cs.IT2019
Achievable Error Exponents of One-Way and Two-Way AWGN Channels
Kenneth Palacio-Baus, Natasha Devroye
Achievable error exponents for the one-way with noisy feedback and two-way AWGN channels are derived for the transmission of a finite number of messages using fixed block lengt…