--- title: "Reproduction: All ERMs Can Fail in Stochastic Convex Optimization (Lower Bounds in Linear Dimension)" emoji: 📉 colorFrom: yellow colorTo: red sdk: static pinned: false tags: - trackio - trackio-logbook - open-experiment - icml2026-repro - paper-Lzwp2KXedc --- # Reproduction: All ERMs Can Fail in Stochastic Convex Optimization (Lower Bounds in Linear Dimension) Trackio reproduction logbook. Tags: icml2026-repro, paper-Lzwp2KXedc.