Kyo Kuroki

Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression

This paper proposes a novel matrix quantization method, Binary Quadratic Quan- tization (BQQ). In contrast to conventional first-order quantization approaches— such as uniform quantization and binary coding quantization—that approximate real-valued matrices via linear combinations of binary bases, B…