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VASC Seminar
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VASC Seminar
Jiaqi Ma
University of Illinois Urbana-Champaign
Practical Challenges and Recent Advances in Data Attribution
Abstract: Data plays an increasingly crucial role in both the performance and the safety of AI models. Data attribution is an emerging family of techniques aimed at quantifying the impact of individual training data points on a model trained on them, which has found data-centric applications such as training data curation, instance-based explanation, and copyright [...]
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Jiaqi Ma
Assistant Professor
University of Illinois Urbana-Champaign