Publications

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KQ-SVD: Compressing the KV Cache with Provable Guarantees on Attention Fidelity

Published in AISTATS 2026, 2025

Recommended citation: Lesens, D., Rakhshan, B. T., Rabusseau, G. KQ-SVD: Compressing the KV Cache with Provable Guarantees on Attention Fidelity. In The 29th International Conference on Artificial Intelligence and Statistics.
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Algorithms for symmetric Birkhoff-von Neumann decomposition of symmetric doubly stochastic matrices

Published in SIAM Journal on Matrix Analysis and Applications, 2025

Recommended citation: Damien Lesens, Jérémy E. Cohen, Bora Uçar. Algorithms for symmetric Birkhoff-von Neumann decomposition of symmetric doubly stochastic matrices. RR-9566, Inria Lyon. 2025, pp.1-30. ⟨hal-04877502⟩
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Orthogonal matching pursuit-based algorithms for the Birkhoff-von Neumann decomposition

Published in EUSCIPCO 2024, 2024

Recommended citation: Damien Lesens, Jérémy E. Cohen, Bora Uçar. "Orthogonal matching pursuit-based algorithms for the Birkhoff-von Neumann decomposition ." EUSCIPCO 2024. 1(1).
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