Machine learning is a complex discipline ... recurrent neural networks, sequence-to-sequence models for machine translation, natural language processing, and PDE (partial differential equation ...

Research areas: deep learning, Conversational AI, machine learning, representation learning, deep learning networks, Artificial Intelligence, sequence processing, speech processing, signal processing.

A researcher applying a machine learning method to this problem may either want to understand what properties of a sequence are the ... after appropriate processing, each base is assigned an ...

Both OpenAI’s GPT-3 and DeepMind’s AlphaFold are based on a sequence processing model called ... from AI technology in 2021. AI and machine learning (ML) have spiraled into the cyber security ...

Courses in this subarea cover both traditional model-based methods from image processing and current data-driven methods based on machine learning. Image processing analyzes and improves images using ...

The Master of Science in Machine Learning Engineering plan of study requires a total of 45 credits; 12 credits in core courses; 6 credits of mathematical theory, 3 credits in each applications and ...