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Fri, April 25DeepTech TechLead
Join this keynote to explore the multifaceted landscape of artificial intelligence by examining its ethical challenges and transformative opportunities. We delve into risks such as hallucinations, biases, and unpredictable outcomes, while highlighting innovative methods for quantifying uncertainty that enhance model reliability and transparency. Additionally, we discuss AI's emerging role as a catalyst for creative problem-solving and idea generation. By integrating insights from rigorous AI research, established ethical frameworks, and real-world applications, we address techniques like differential privacy, federated learning, and Bayesian deep learning that can improve reliability and trustworthiness of the models.
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Professor Jouko Lampinen has served as the dean of the School of Science since 2016. He is a professor of computational science at the department on Computer Science, School of Science. Before the current appointment he has served in Aalto as the vice dean of the School of Science, the head of the Department of Computer Science, and the head of the Department of Biomedical Engineering and Computational Science, as well as the Director of the Aalto M.Sc. programme in life science technologies.
He is the author of over 100 peer-reviewed publications, and has supervised or cosupervised over 20 Ph.D. theses. His current research interests include probabilistic modeling, neural computing and image and data analysis, particularly in systemic neuroscience and digital health.
Professor Lampinen has served in various positions in scientific associations, including the board of the Brain Research Society of Finland. He is an invited member of the Finnish Academy of Technology.
