Probabilistic-Calibration on mlbot.bloghttps://mlbot.blog/tags/probabilistic-calibration/Recent content in Probabilistic-Calibration on mlbot.blogHugoen-USMon, 03 Aug 2026 10:38:51 +0530We Gaussianized the Reference: Repairing Evaluation for Multimodal Filtershttps://mlbot.blog/posts/repairing-multimodal-filter-evaluation/Mon, 03 Aug 2026 09:37:14 +0530https://mlbot.blog/posts/repairing-multimodal-filter-evaluation/<p>The previous nonlinear-filtering experiments had an awkward asymmetry. The reference filter was a complete probability distribution on a scalar grid, but several headline diagnostics reduced that distribution to a mean and variance before scoring it. We had built a multimodal reference and then asked it to behave like a Gaussian.</p>