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Author

Mayank Bakshi

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Preprint Aug 2026

Authentication over Arbitrarily Varying Channels with Causal Adversaries

It is proved that the authentication capacity is positive exactly when the channel is not distribution-overwritable under stochastic encoding, and not I-overwritable under deterministic encoding.

Mayank Bakshi, V. Prabhakaran, B. Dey et al. · 0 citations
Preprint Aug 2026

SeFoRA: Sketch-Aggregated Federated Low-Rank Adaptation with Heterogeneous Client Ranks

This work proposes SeFoRA, a sketch-aggregated federated LoRA algorithm in which each client transmits a linear sketch of its local updates, enabling direct aggregation at the federator, and introduces a rank-homogeneous version called SeFoRA-Ho which allows for direct adapter aggregation in this setting.

Yue Xia, Tayyebeh Jahani-Nezhad, Mayank Bakshi et al. · 2 citations

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