algorithmic stability 1ensemble methods 1feature bagging 1position embeddings 1random forests 1random fourier features 1sequential recommendation 1stability analysis 1temporal modeling 1transformers 1
From the 2 of 2 linked papers with an AI index.
2 papers
stat.ML2026
Feature Bagging Provides Stability
Yuheng Ma, Qiang Sun
The paper investigates how aggregating models trained on random subsets of features (feature bagging) affects algorithmic stability, introducing a new metric called feature instabi…
cs.LG2026
ClockRoPE: Random Fourier Rotations for Temporal Routine Modeling
Yiwen Chen, Joshua Ainslie, Krzysztof Choromanski +4
The paper introduces ClockRoPE, a method that uses random Fourier rotations to create periodic position embeddings for transformers, improving temporal routine modeling in sequenti…