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LLM embeddings conjecture for reducing $Y|X$ -shift gaps
Let $P$ and $Q$ be source and target distributions, let $\boldsymbol{X}$ and $Y$ denote the input and response variables, and let $h$ be a predictor acting on an embedding $z$ of…
Conjectureopendistribution-shift llm-embeddings test-time-adaptationarXiv posted 2 days ago
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The Gaussian RKHS conjecture for localized predictive uncertainty representation
The model predictive probability density function is to be represented in a localized functional space. Gaussian RKHS conjecture. The Gaussian reproducing kernel Hilbert space (RKH…
Conjectureopendistribution-shift reproducing-kernel-hilbert-spaces uncertainty-quantificationarXiv posted 2 days ago

LLM embeddings conjecture for reducing Y∣XY|XY∣X-shift gaps