3 papers
cs.SE2026
StreamSampling.jl: Efficient Sampling from Data Streams in Julia
Adriano Meligrana
StreamSamplingjl is a Julia library designed to provide general and efficient methods for sampling from data streams in a single pass, even when the total number of items is unk…
cs.DS2025
Exact and Efficient Sampling from Dynamic Discrete Distributions with Finite-Precision Weights
Lilith Orion Hafner, Adriano Meligrana
Sampling from a dynamic discrete distribution means drawing an index with probability proportional to a mutable set of weights. Classical constant-time techniques such as the Alias…
cs.MA2025
BeforeIT.jl: High-Performance Agent-Based Macroeconomics Made Easy
Aldo Glielmo, Mitja Devetak, Adriano Meligrana +1
BeforeIT is an open-source software for building and simulating state-of-the-art macroeconomic agent-based models (macro ABMs) based on the recently introduced macro ABM developed…