Upcoming Talks |
Harvard University February 2021 |
University of Washington February 2021 |
Aylin CaliskanMy first name is pronounced as Eye-lin
Assistant Professor |
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My research interests lie in artificial intelligence (AI) ethics, AI bias, computer vision, natural language processing, and machine learning, with a strong interest in human computer interaction. I study the impact of machine intelligence on society, especially threats to fairness, privacy, and democracy. I investigate the reasoning behind biased AI representations and decisions by developing explainability methods that uncover and quantify human-like biases learned by machines. Building these transparency enhancing algorithms involves the use of machine learning, natural language processing, and computer vision to interpret AI's co-evolution with society and gain insights on artificial and natural intelligence.
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