Recipient Organ Causeofdeath Name Mean (std.)

Empirically, MiTSformer achieves consistent SOTAonfivemixedtime series analysis tasks, including classification, extrinsic regression,anomalydetection,imputation,andlong-termforecasting.

In this work, we study the relationship between these objectives.

The other is GRL-SVO(NUP), a fast heuristic providing a total order directly.

We propose a method called clustered conformal prediction that clusters together classes having "similar" conformal

Accurately modeling weather variation pattern from large amount of meteorological variables sequences is increasingly vital for providing efficient weather analysis support for disaster warning.

A.1 PCNtraining We basically follow the same PCN training method by Wu et al.[1] but replace the AlphaZero algorithm with the Gumbel AlphaZero algorithm [2], where the simulation count is set to 322 in self-play and starts by sampling 16 actions. The architecture of the PCN contains three residual blocks with 256 hidden channels. Atotal of400,000 self-play games are generated for the whole training. During optimization, the learning rate is fixed at 0.02, and the batch size is set to 1,024. A.3 Workerdesign The worker is itself a Killall-Go solver. Thus,tofullyutilize GPU resources, we implement batch GPU inferencing to accelerate PCN evaluations for workers.