Postdoctoral Researcher - Neural Architecture Search and Machine Learning

Tasks

• Balance performance robustness with limited computing resources
• Collaborate with multidisciplinary research team
• Combine evolutionary global search with domain driven local search
• Design multi objective neural architecture search methods
• Develop deep neural network architecture automation
• Integrate machine learning and knowledge based reasoning
• Publish research findings in journals and conferences
• Represent neural network search space using formalisms
• Supervise undergraduate and graduate student projects
• Validate on image restoration tasks

Perks/Benefits

• Emotional balance
• Financial wellbeing
• Professional development

Skills/Tech-stack

Architecture Search | Deep Neural Networks | Deep learning | Evolutionary Algorithms | Image restoration | Knowledge Based Reasoning | Language Processing | Machine Learning | Multi-Objective Optimization | Natural Language | Natural Language Processing | Neural Architecture | Neural Architecture Search | Neural Networks | Objective optimization | Transfer Learning