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cs.LG2026
Fast Quantized JohnsonLindenstrauss Transforms
Angelos Korakitis, Vasileios Nakos
Quantization has emerged as one of the primary techniques for reducing the memory footprint of large language models during inference. A prominent example is Quantized JohnsonLi…
cs.DS2026
Robustifying Sparse Matrix Multiplication
Karl Bringmann, Nick Fischer, Vasileios Nakos
In the seminal sparse matrix multiplication problem the goal is to compute the product of two matrices when the matrices are sparse, i.e., when the number of nonzeros…
cs.DB2026
Listing Even Cycles Faster than the Submodular-Width Barrier
Vasileios Nakos, Hung Q. Ngo, Andreas Panayi
A classic result of Alon, Yuster, and Zwick (AYZ, Algorithmica 1997) shows that all -cycles in an -edge graph can be listed in time, where is the…