1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Learning Penalty for Optimal Partitioning via Automatic Feature Extraction
Tung L Nguyen, Toby Hocking
Changepoint detection identifies significant shifts in data sequences, making it important in areas like finance, genetics, and healthcare. The Optimal Partitioning algorithms effi…
cs.LG2025★ 1 cited
Interval Regression: A Comparative Study with Proposed Models
Tung L Nguyen, Toby Dylan Hocking
Regression models are essential for a wide range of real-world applications. However, in practice, target values are not always precisely known; instead, they may be represented as…
stat.ML2024
Penalty Learning for Optimal Partitioning using Multilayer Perceptron
Tung L Nguyen, Toby Dylan Hocking
Changepoint detection is a technique used to identify significant shifts in sequences and is widely used in fields such as finance, genomics, and medicine. To identify the changepo…