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cs.AI2026
SCOPE-AD: Sequential cost-aware ordinal-belief planning with energy-based models for diagnostic agents
Ziwen Yu, Ivan Koychev, Elizabeth Coulthard +7
Alzheimer's disease (AD) diagnosis requires sequential evidence acquisition under heterogeneous test costs and patient burden. Fixed-modality predictors do not jointly decide which…
cs.LG2026
Latent Laplace Diffusion for Irregular Multivariate Time Series
Zinuo You, Jin Zheng, John Cartlidge
Irregular multivariate time series impose a trade-off for long-horizon forecasting: discrete methods can distort temporal structure via re-gridding, while continuous-time models of…