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20202026
most citedauton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data

15 citations · 40 across the 11 of their papers we have counts for

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cs.LG2026

Scale-Invariant Training for Time Series Foundation Models

Ignacy Stepka, Willa Potosnak, Kin G. Olivares +1

Time series foundation models (TSFMs) are trained on large collections of time series datasets that span various morphologies and domains. This setting exposes models to series who…

cs.LG2026

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting

Willa Potosnak, Nina Żukowska, Michał Wiliński +4

Multivariate forecasting with Transformers faces a core scalability challenge: modeling cross-channel dependencies via attention compounds attention's quadratic sequence complexity…