Company Filing History:
Years Active: 2009-2024
Title: The Innovative Mind of Denis Malov
Introduction
Denis Malov is a prominent inventor based in Scottsdale, AZ, known for his significant contributions to the field of machine learning. With a total of 10 patents to his name, he has made remarkable strides in developing advanced algorithms and systems that enhance the efficiency of learning models.
Latest Patents
One of Denis Malov's latest patents is titled "Parallel development and deployment for machine learning models." This patent presents innovative systems and methods for developing a learning model. In one example, a sample data set is accessed to train a first learning algorithm. A number of states for each input of the sample data set is determined, and a subset of the inputs is selected. The sample data set is then partitioned into a number of partitions equal to the combined number of states of the selected inputs. A second learning algorithm is created for each partition, with each algorithm receiving the unselected inputs. Each of the second learning algorithms is assigned to a processor and trained using the samples of the corresponding partition. Decision logic is generated to direct each of a plurality of operational data units as input to one of the second learning algorithms based on the states of the selected inputs of the operational data unit.
Career Highlights
Denis has worked with notable companies such as SAP AG and SAP SE, where he has honed his skills and contributed to various projects in the tech industry. His experience in these organizations has allowed him to collaborate with other talented professionals and further his expertise in machine learning.
Collaborations
Denis has had the opportunity to work alongside esteemed colleagues, including Bin Qin and Farooq Azam. Their collaborative efforts have contributed to the advancement of innovative technologies in the field.
Conclusion
Denis Malov's work in machine learning and his impressive portfolio of patents highlight his role as a leading inventor in the tech industry. His innovative approaches continue to shape the future of learning algorithms and systems.