Author

Raoof Zare Moayedi

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#machine learning Preprint Sep 2026

Geometry-Adaptive Mechanisms for Private Synthetic Data

A pure $\varepsilon$-differentially private mechanism that combines private depth selection with the authors' pruned variant of the Private Measure Mechanism (PMM) is proposed, and a lower bound under a corresponding internal packing-growth condition is proved, showing that the exponent $1/k$ is sharp within this frame...

Raoof Zare Moayedi, Amir R. Asadi, M. Yassaee et al. · 0 citations

Jul 2026

Visual Distribution Anchoring for Efficient Prompt Tuning

This work proposes VDA (Visual Distribution Anchoring), a training-free target adaptation framework that augments a frozen semantic classifier with class-level visual prototypes estimated offline from an unlabeled target pool, and shows that class-specific partitioning drives gains and that visually local pseudo-label...

Pouya Parsa, Raoof Zare Moayedi, Seongjin Choi · arXiv.org · 0 citations