2 papers
cs.LG2025
milearn: A Python Package for Multi-Instance Machine Learning
Dmitry Zankov, Pavlo Polishchuk, Michal Sobieraj +1
We introduce milearn, a Python package for multi-instance learning (MIL) that follows the familiar scikit-learn fit/predict interface while providing a unified framework for both c…
math.NA2025
On the randomized Euler scheme for SDEs with integral-form drift
PaweÅ PrzybyÅowicz, MichaÅ Sobieraj
In this paper, we investigate the problem of strong approximation of the solutions of stochastic differential equations (SDEs) when the drift coefficient is given in integral form.…