Global Convergence of Multiplicative Updates for the Matrix Mechanism: A Collaborative Proof with Gemini 3

Keith Rush

We analyze a fixed-point iteration $v\leftarrow \ddot{I}•(v)$ arising in the optimization of a regularized nuclear norm objective involving the Hadamard product structure, posed in DMR+2…