Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework
arXiv:2604.26762v1 Announce Type: cross
Abstract: The Probabilistic Transformer (PT) establishes that the Transformer’s self-attention plus its feed-forward block is mathematically equivalent to Mean-Field Variational Inference (MFVI) on a Conditional…