Company Filing History:
Years Active: 2024-2025
Title: Priyank Jaini: Innovator in Machine Learning and Image Classification
Introduction
Priyank Jaini is a prominent inventor based in Amsterdam, Netherlands. He has made significant contributions to the fields of machine learning and image classification. With a total of 5 patents to his name, Jaini is recognized for his innovative approaches to complex technological challenges.
Latest Patents
One of Jaini's latest patents is titled "Image classifier comprising a non-injective transformation." This invention describes a computer-implemented method for training an image classifier that utilizes both labeled and unlabeled training images. The image classifier features a set of transformations between respective transformation inputs and outputs. An inverse model is defined, where the inverse of a deterministic, non-injective transformation is approximated by a stochastic inverse transformation. During the training process, a likelihood contribution for each transformation is determined, which is then used to optimize the model parameters.
Another notable patent is "Machine learning based on a probability distribution of sensor data." This invention outlines a method for training a machine-learnable model designed to control and monitor a computer-controlled system. The model makes inferences based on the probability distribution of sensor data, accounting for symmetries imposed by the system and its environment. The training process involves sampling multiple instances of sensor data according to the probability distribution, with initial values sampled from a source probability distribution that is invariant to the symmetries.
Career Highlights
Priyank Jaini is currently employed at Robert Bosch GmbH, where he continues to develop innovative solutions in his field. His work has garnered attention for its practical applications and contributions to advancing technology.
Collaborations
Jaini has collaborated with notable colleagues, including Max Welling and Emiel Hoogeboom. These partnerships have further enriched his research and development efforts.
Conclusion
Priyank Jaini stands out as a leading inventor in the realm of machine learning and image classification. His innovative patents and contributions to Robert Bosch GmbH highlight his commitment to advancing technology and solving complex problems.