Sparse matrix representation: when would you use CSR/COO instead of a dense array?

Answer

Use sparse formats (CSR/COO) when most entries are zero. They store only non‑zero values and their positions, which saves memory and can speed up operations like matrix‑vector multiply. The trade‑off is slower random access and more complex updates.