Search Results for author:
Found 5 papers, 1 papers with code
Machine Learning (ML)-assisted Beam Management in millimeter (mm)Wave Distributed Multiple Input Multiple Output (D-MIMO) systems
Beam management (BM) protocols are critical for establishing and maintaining connectivity between network radio nodes and User Equipments (UEs).
LogAnMeta: Log Anomaly Detection Using Meta Learning
Modern telecom systems are monitored with performance and system logs from multiple application layers and components.
Non-negative matrix factorization algorithms greatly improve topic model fits
We report on the potential for using algorithms for non-negative matrix factorization (NMF) to improve parameter estimation in topic models.
Causal Mediation Analysis Leveraging Multiple Types of Summary Statistics Data
We can achieve necessary interpretation of GWAS in a causal mediation framework, looking to establish a sparse set of mediators between genetic and downstream variables, but there are several challenges.
DiGrad: Multi-Task Reinforcement Learning with Shared Actions
In this paper, we propose a new approach for simultaneous training of multiple tasks sharing a set of common actions in continuous action spaces, which we call as DiGrad (Differential Policy Gradient).
