Author

Shinya Takamaeda-Yamazaki

2 papers indexed here

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Preprint Oct 2026

Annotation-Driven Migration of CUDA Programs to Tenstorrent Blackhole

Tenstorrent Blackhole combines distributed local memories, explicit inter-core communication, and Tensix cores decoupling data movement from computation. CUDA offers a substantial HPC software base but leaves physical data placement and scheduling largely implicit. Migrating CUDA HPC kernels to Blackhole requires spati...

Ayumi Ohno, Shinya Takamaeda-Yamazaki · 0 citations

Preprint Aug 2026

CARVY-FL: Client Anticlustering for Robust Voting in Provably Secure Federated Learning

Federated learning (FL) enables collaborative training without directly sharing raw data, but remains vulnerable to malicious clients. Voting-based FL improves robustness by partitioning clients into groups, training one model per group, and aggregating predictions by plurality voting. However, under class-disjoint non...

M. Nakada, Honoka Anada, Tatsuya Kaneko et al. · 0 citations