Michael Peran

Michael Peran: The Innovator from Scarsdale

Meet Michael Peran, an inventor from Scarsdale, NY who has been making waves with his latest patents. With a total of 2 patents to his name, Michael Peran has made significant contributions to the world of computer science and artificial intelligence.

Michael Peran's latest patents, "Retraining individual-item models" and "Recommending exemplars of an unlabeled data-set", are both related to the field of machine learning and recommendation systems. The former is a computer-implemented method and system for determining when to retrain an individual-item model within a recommendation engine. It involves defining a consumer feature vector, calculating a historical feature vector, determining a retraining threshold for the individual-item model, and retraining the model when the distance between the historical feature vector and the new feature vector exceeds the retraining threshold. The latter is a method for recommending exemplars of a data-set, which involves recommending one or more class exemplars based on similarities between selected labeled exemplars and remaining data.

Michael Peran is affiliated with IBM, also known as International Business Machines Corporation, where he works alongside coworkers such as Daniel Augenstern and Josh Price. Michael Peran's work at IBM has been instrumental in advancing the field of AI and machine learning, and his patents have laid the groundwork for further innovation and development in this area.

In conclusion, Michael Peran is a leading innovator in the field of machine learning and recommendation systems. Through his groundbreaking patents, he has made significant contributions to the advancement of these fields and set the stage for future innovation and development. We at idiyas.com salute his innovative spirit and look forward to seeing his future contributions to the world of innovation and patents.