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cs.LG2025
Generating Poisoning Attacks against Ridge Regression Models with Categorical Features
Monse Guedes-Ayala, Lars Schewe, Zeynep Suvak +1
Machine Learning (ML) models have become a very powerful tool to extract information from large datasets and use it to make accurate predictions and automated decisions. However, M…
cs.LG2024★ 1 cited
Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing
Egon Peršak, Miguel F. Anjos, Sebastian Lautz +1
We propose a transformer architecture for time series forecasting with a focus on time series tokenisation and apply it to a real-world prediction problem from the pricing domain.…