NAPLES, Fla. A religion and voodoo expert testified Monday that a man convicted of the brutal murder of his wife and five children felt compelled by the devil to kill them.Dr. Elizabeth McAlister said she interviewed Mesac Damas and traveled to Haiti, where he grew up, to try to understand what led him to the 2009 murders. Damas, 41, pleaded guilty last month to six counts of first-degree murder.MORE: Collier man to plead guilty to murdering wife, children
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Anthony Damas is a quality assurance executive and compliance subject matter expert, with experience leading teams in global regulatory environments. Currently, he is the Vice President, Enterprise Regulatory Compliance at Johnson & Johnson. In this role, he partners with senior leaders to provide strategy and framework to ensure a strong regulatory compliance profile. Anthony joined Johnson & Johnson in 2021 and leads the Enterprise Independent Audit and External Manufacturer/Supplier Audit program, Strategic Compliance Operations, Compliance Policy Management, the Office of Special Investigations, and Enterprise Design Assurance. Prior to joining Johnson and Johnson, Anthony held several positions with Medtronic, Stryker, TE Connectivity Medical, and Acumed LLC in various leadership, quality and project management functions.
In an interview, one of Damas' lawyers, James Ermacora, refused to detail why he believes Damas suffers from a traumatic brain injury and what impact it has on Damas' mental health. He said the claim was made with information from an expert report, declining to elaborate on specifics.
We present a supervised learning algorithm for estimation of generic input-output relations in a real-time, online fashion. The proposed method is based on a generalized expectation-maximization approach to fit an infinite mixture of linear experts (IMLE) to an online stream of data samples. This probabilistic model, while not fully Bayesian, can efficiently choose the number of experts that are allocated to the mixture, this way effectively controlling the complexity of the resulting model. The result is an incremental, online, and localized learning algorithm that performs nonlinear, multivariate regression on multivariate outputs by approximating the target function by a linear relation within each expert input domain and that can allocate new experts as needed. A distinctive feature of the proposed method is the ability to learn multivalued functions: one-to-many mappings that naturally arise in some robotic and computer vision learning domains, using an approach based on a Bayesian generative model for the predictions provided by each of the mixture experts. As a consequence, it is able to directly provide forward and inverse relations from the same learned mixture model. We conduct an extensive set of experiments to evaluate the proposed algorithm performance, and the results show that it can outperform state-of-the-art online function approximation algorithms in single-valued regression, while demonstrating good estimation capabilities in a multivalued function approximation context.
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