The Machine Learning Department of NEC Labs America invites applications for summer and fall 2020 internships. We have research projects covering many areas of machine learning. The internship will involve research and development of novel machine learning algorithms with applications in image/video analysis, natural language processing, and big data analytics. Our internships normally result in high-quality publications. Minimum duration of internships is usually three months and the exact dates are flexible.
The Machine Learning group located in Princeton, NJ conducts research on various aspects of machine intelligence and reasoning, from the exploration of new algorithms to applications in computer vision and semantic comprehension. Our researchers have extensive expertise in theoretical and application aspects of machine learning, as well as in the development of parallel algorithms for large-scale data analysis.
Ongoing projects focus on text understanding, question answering, deep generative models, robust representation learning, few-shot/zero-shot learning, machine reasoning, interpretable models, data visualization, deep learning systems, and deep reinforcement learning, among others. Publishing is an integral part of our activities as a means for calibrating the quality of the research and to ensure staying at the forefront of technology. Application projects emphasize technologies that solve real world problems, and many of our research results have been and will be transferred into industry products.
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• Currently enrolled in PhD/MSc program in computer science, statistics, electrical engineering, or equivalent.
• Research experience in machine learning.
• Strong computational background.
• Strong programming and scripting skills.
• Strong communication and collaboration skills.
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