Deep dives on Bayesian inference, probabilistic programming, optimization, and the practical side of shipping ML in production.https://desupervised.io/en-gbhttps://desupervised.io/blog/bayesian-priors-and-ridge-regression/https://desupervised.io/blog/bayesian-priors-and-ridge-regression/Showing the equivalence of Bayesian priors and Ridge regressionMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/choose-your-optimization-algorithm-carefully/https://desupervised.io/blog/choose-your-optimization-algorithm-carefully/How does the choice of optimization result impact how long time it takes to find the correct solutionMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/confidence-intervals-not-what-you-think/https://desupervised.io/blog/confidence-intervals-not-what-you-think/Confidence intervals actually says nothing at all about the probability of the value being in the intervalMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/dangerous-flaws-in-computer-vision/https://desupervised.io/blog/dangerous-flaws-in-computer-vision/Dangerous flaws in computer vision and how to fix them using proper uncertainty estimationMon, 30 Sep 2024 00:00:00 GMTComputer VisionJohan Gudmundssonhttps://desupervised.io/blog/deep-evidential-modeling/https://desupervised.io/blog/deep-evidential-modeling/Deep Evidential Modeling for safe, robust and accurate machine learning applicationsMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/identifiability-and-granularity-for-time-series-models/https://desupervised.io/blog/identifiability-and-granularity-for-time-series-models/Is it better to aggregate sparse data or does the granularity add valueMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/impact-of-bimodality-in-regression-problems/https://desupervised.io/blog/impact-of-bimodality-in-regression-problems/A few thoughts on apparent bimodality for regression problems!Mon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/launching-the-comnav/https://desupervised.io/blog/launching-the-comnav/Why we are launching ComNav, a holistic business measurement & optimization platformMon, 30 Sep 2024 00:00:00 GMTDrug DiscoveryDr. Michael Greenhttps://desupervised.io/blog/qualidrone-drone-inspection-grant/https://desupervised.io/blog/qualidrone-drone-inspection-grant/The project develops a drone inspection solution and digital documentation that recognize and categorize surface errors and measure parts of industrial structures with high precision.Mon, 30 Sep 2024 00:00:00 GMTComputer VisionJohan Gudmundssonhttps://desupervised.io/blog/releasing-borch/https://desupervised.io/blog/releasing-borch/Borch: a scalable deep universal probabilistic programming language, built on top of PyTorch.Mon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsJohan Gudmundssonhttps://desupervised.io/blog/rima-grant-win-together-with-robotize3d/https://desupervised.io/blog/rima-grant-win-together-with-robotize3d/Desupervised and Robotiz3d recently won an award from Horizon Europe’s RIMA (Robotics Inspection and Maintenance Activities) initiativeMon, 30 Sep 2024 00:00:00 GMTNewsJohan Gudmundssonhttps://desupervised.io/blog/robotiz3d-autonomous-road-maintenance-announcement/https://desupervised.io/blog/robotiz3d-autonomous-road-maintenance-announcement/Autonomous robots with artificial intelligence identifying and repairing cracks and potholes.Mon, 30 Sep 2024 00:00:00 GMTNewsJohan Gudmundssonhttps://desupervised.io/blog/safe-ai-in-medical-imaging/https://desupervised.io/blog/safe-ai-in-medical-imaging/Why proper uncertainty estimation is a need to have in medical ImagingMon, 30 Sep 2024 00:00:00 GMTHealthcare AIJohan Gudmundssonhttps://desupervised.io/blog/the-apparent-success-of-the-maximum-likelihood-principle/https://desupervised.io/blog/the-apparent-success-of-the-maximum-likelihood-principle/The maximum likelihood principle is modeling without assumptions, and there is no such thing. The assumption of no assumption is a flawed assumption.Mon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/the-importance-of-context/https://desupervised.io/blog/the-importance-of-context/The importance of context when building modelsMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/the-insignificance-of-significance/https://desupervised.io/blog/the-insignificance-of-significance/Statistical significance has always held a slightly magical status in the research community, this is misguided ans should be stoppedMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/the-truth-about-priors-and-overfitting/https://desupervised.io/blog/the-truth-about-priors-and-overfitting/Learn about the effect of week and strong priors and how it effects overfittingMon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/top-3-reasons-why-you-should-consider-an-external-ai-team/https://desupervised.io/blog/top-3-reasons-why-you-should-consider-an-external-ai-team/Artificial intelligence (AI) has rapidly become one of the most transformative technologies of the 21st century. Learn why you should consider an external AI team to accelerate your adaptationMon, 30 Sep 2024 00:00:00 GMTApplied MLDr. Michael Greenhttps://desupervised.io/blog/what-does-the-prior-actually-do-in-bayesian-analysis/https://desupervised.io/blog/what-does-the-prior-actually-do-in-bayesian-analysis/How the prior and posterior effects the likelihood in Bayesian inference, and why setting the correct priors are important.Mon, 30 Sep 2024 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/on-the-long-term-effects-of-marketing-and-brand-models/https://desupervised.io/blog/on-the-long-term-effects-of-marketing-and-brand-models/Understand the how marketing impact brand awarenessThu, 11 May 2023 00:00:00 GMTMarketing Mix ModelingDr. Michael Greenhttps://desupervised.io/blog/holistic-business-modeling-supersedes-business-science-models/https://desupervised.io/blog/holistic-business-modeling-supersedes-business-science-models/Maximizing Growth and Profitability: How Holistic Business Modeling and Optimization Can Transform Your BusinessThu, 27 Apr 2023 00:00:00 GMTMarketing Mix ModelingDr. Michael Greenhttps://desupervised.io/blog/include-domain-knowledge-in-business-science-models/https://desupervised.io/blog/include-domain-knowledge-in-business-science-models/How to combine high-level and low-level domain knowledge for Business Science ModelsThu, 27 Apr 2023 00:00:00 GMTApplied MLJohan Gudmundssonhttps://desupervised.io/blog/model-business-dynamics-correctly/https://desupervised.io/blog/model-business-dynamics-correctly/How to boost business insights and business Intelligence with Artificial intelligence using models that actually understand the dynamics of the business.Thu, 27 Apr 2023 00:00:00 GMTMarketing Mix ModelingJohan Gudmundssonhttps://desupervised.io/blog/nps-the-importance-of-customer-experience-for-insurance-companies/https://desupervised.io/blog/nps-the-importance-of-customer-experience-for-insurance-companies/Customer experience refers to the overall perception of a customer’s interactions with a company. It includes elements such as the ease of use of a company’s products or services, the quality of customer service, and the overall feeling of satisfaction a customer has with the company.Thu, 27 Apr 2023 00:00:00 GMTCustomer ExperienceDr. Michael Greenhttps://desupervised.io/blog/on-the-fallacy-of-ab-testing/https://desupervised.io/blog/on-the-fallacy-of-ab-testing/A/B testing is a commonly used method for determining the effectiveness of different variations of a product or marketing campaign. However, despite its widespread use, A/B testing has several limitations that make it a flawed methodology, particularly when compared to bespoke machine learning models.Thu, 27 Apr 2023 00:00:00 GMTBayesian StatisticsDr. Michael Greenhttps://desupervised.io/blog/the-roi-of-investing-in-customer-experience/https://desupervised.io/blog/the-roi-of-investing-in-customer-experience/Looking to invest in customer experience initiatives but unsure of the ROI? Our comprehensive guide provides practical insights and tips to help you measure the impactThu, 27 Apr 2023 00:00:00 GMTApplied MLJohan Gudmundssonhttps://desupervised.io/blog/what-is-net-promoter-score/https://desupervised.io/blog/what-is-net-promoter-score/Learn what Net Promoter Score(NPS) is and how it can be usedThu, 27 Apr 2023 00:00:00 GMTCustomer ExperienceJohan Gudmundssonhttps://desupervised.io/blog/what-is-voice-of-the-customer/https://desupervised.io/blog/what-is-voice-of-the-customer/The term "Voice of the Customer" (VoC) refers to feedback from customers that provides insight into their expectations and actual experiences.Thu, 27 Apr 2023 00:00:00 GMTCustomer ExperienceJohan Gudmundssonhttps://desupervised.io/blog/why-the-roi-on-cx-investments-is-hard-to-measure/https://desupervised.io/blog/why-the-roi-on-cx-investments-is-hard-to-measure/or CX investments, whose primary output is typically measured in Net Promoter Score (NPS) this presents a challenge to measure the ROIThu, 27 Apr 2023 00:00:00 GMTCustomer ExperienceDr. Michael Greenhttps://desupervised.io/blog/drug-discovery-using-equivariant-graph-neural-networks/https://desupervised.io/blog/drug-discovery-using-equivariant-graph-neural-networks/Equivariant Graph Neural Networks that predict protein binding sites blindly, plus ligand pose and orientation, benchmarked against Qvina-W in early AIChemy work.Mon, 12 Sep 2022 00:00:00 GMTDrug DiscoveryDr. Michael Greenhttps://desupervised.io/blog/desupervised-and-red-glead-discovery-receive-eurostars-grant/https://desupervised.io/blog/desupervised-and-red-glead-discovery-receive-eurostars-grant/Desupervised and RG Discovery have partnered to develop AI-powered drug discovery tools, supported by a Eurostars R&D grant.Tue, 22 Feb 2022 00:00:00 GMTDrug DiscoveryDr. Michael Green