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Vinay Chakravarthi Gogineni is an Assistant Professor at the University of Southern Denmark specializing in applied artificial intelligence and data science. His research focuses on several innovative areas within AI, including Machine Unlearning, which involves the removal of specific data samples from trained AI models to comply with data regulations. He also investigates Fairness-Aware AI, aimed at promoting unbiased decision-making in AI systems. Additionally, he explores Quantum Machine Learning to adapt classical AI techniques for the quantum domain, and Self-Supervised Learning, leveraging the abundance of unlabeled data. Gogineni emphasizes Continual Learning, enabling AI models to adapt and learn from new data continuously. His work incorporates Physics-Informed Neural Networks to improve prediction accuracy by integrating physical laws. Gogineni is a Senior Member of the IEEE and an affiliated member of the Pioneer Center for AI in Denmark, underscoring his commitment to the advancement of AI technologies. He has received notable awards, including the H.C. Ørsted Research Talent Award and various conference recognitions. His educational background includes a Ph.D. in Distributed Machine Learning from the Indian Institute of Technology Kharagpur, completed in 2019.
University of Southern Denmark • Odense, Denmark
Instructing courses and conducting research in applied AI and data science.
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