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Cristiana-Diana Diaconu

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#machine learning Preprint Oct 2026

Efficient Provably Private Classification with a Tabular Foundation Model

Tabular data underpin prediction and decision-making in medicine, finance, government and science, but often contain sensitive individual-level information, creating a need for accurate prediction while preserving privacy. Traditional private learning provides formal privacy guarantees, but requires slow dataset-specif...

Talal Alrawajfeh, Cristiana-Diana Diaconu, Ossi Räisä et al. · 0 citations
Preprint Jul 2026

Robostral Navigate

Robostral Navigate, an 8B vision-language model built around this scalability objective, is introduced, which consumes only a stream of monocular RGB images - the most ubiquitous sensor across robotic platforms and predicts waypoints by pointing to the next target location in the current camera view.

Abdelaziz Bounhar, Abhijeet Somani, Aditi Kabra et al. · 2 citations · ⚡1

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