Simona Maggioindata from the trenchesQuantum Leap: Beyond the Limits of Machine LearningQuantum Computers as AI Accelerators10 min read·Feb 1, 2024----
Simona Maggioindata from the trenchesActive Sampling: Data Selection for Efficient Model TrainingEven for enthusiastic ML practitioners convinced that the more data the better, sometimes datasets are just too big for a one-shot…11 min read·Jul 27, 2023----
Simona Maggioindata from the trenchesML Models on a Data DietHow Training Set Size Impacts Performance8 min read·Jul 13, 2023----
Simona Maggioindata from the trenchesWhy Is My Data Drifting?Your data has drifted, and you now need to determine the source of the drift. This can be achieved leveraging interpretability techniques.7 min read·Nov 24, 2020----
Simona Maggioindata from the trenchesTowards Reliable ML Ops with Drift DetectorsDetecting drift is critical in the monitoring of deployed models. So, how do we efficiently detect data drift ?10 min read·Jul 16, 2020----
Simona Maggioindata from the trenchesThe Learning Rate Black MagicEvaluation of the Learning Rate Finder7 min read·Mar 26, 2020----