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Bahaeddine Abdessalem

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#machine learning Preprint Sep 2026

Tabby: An Open Pretraining Recipe for Time Series Foundation Models

Tabby, a long context probabilistic time series foundation model, is released together with a complete and open recipe of how it was built, which achieves competitive zero-shot forecasting performance on GIFT-Eval and the out-of-distribution TIME benchmark.

Shi-Feng Xie, Bahaeddine Abdessalem, Ze-Hao Xiao et al. · 1 citation
#machine learning Preprint Sep 2026

FlowTSFM: Turning Encoder Depth into Quantile Transport

FlowTSFM is introduced, an encoder architecture that interprets depth as a recurrent transport process: a single Transformer block is iteratively applied with shared parameters, while a quantile-flow objective supervises intermediate states along a prescribed trajectory from a prior distribution toward the final foreca...

Bahaeddine Abdessalem, Shi-Feng Xie, Ze-Hao Xiao et al. · 0 citations

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