While overparameterization in machine learning models offers great benefits in terms of optimization and generalization, it also leads to increased computational requirements as model sizes grow. In this work, we show that leveraging inherent low-dimensional structure within the model parameter … Read More
Welcome to Priberam Labs
We think, execute and enjoy. Discover all the power of Priberam Labs.
What are the Priberam Labs
When developing our products, we often find challenges which are unanswered by current scientific knowledge. This is where the Priberam Labs come into play! We look beyond the current state of technology and try to build the foundations for the future.
Our approach
Machine Learning and Natural Language Processing
Our research team conducts applied and exploratory research in the areas of machine learning and natural language processing. Every day, we deal with challenging and stimulating problems, and use our creativity to design systems that learn from the data.
Our Goals Are
To push the boundaries of scientific knowledge
Transfer all our knowledge and investigation to our products.
Discover the Latest Seminars
Human-Centered Explainable AI for Healthcare
While overparameterization in machine learning models offers great benefits in terms of optimization and generalization, it also leads to increased computational requirements as model sizes grow. In this work, we show that leveraging inherent low-dimensional structure within the model parameter … Read More
Deep Models for ICD Coding and Quantification from Clinical Text
Clinical documents and textual annotations within electronic health records contain rich information for clinical research and medical practice. Natural Language Processing (NLP) can play an important role in unlocking patient information from clinical narratives. Specifically, the International Classification of Diseases … Read More