Keynote Speaker
June 02, 2023
43 min
Free
machine-learning
ai-ethics
data-governance
natural-language-processing
computer-vision
python
deep-learning
reporting-bias
data-documentation
responsible-ai
bias-measurement
generative-models
Description
Margaret Mitchell, Chief Ethics Scientist at Hugging Face, discusses her research in machine learning and ethics-informed AI development. She highlights her work on natural language generation, assistive technology, computer vision, and AI ethics, drawing from her experience at Hugging Face, Google AI, and Microsoft Research. The talk explores the challenges and importance of addressing bias in data and its impact on AI systems, emphasizing the need for rigorous data development, measurement, and documentation. She shares personal anecdotes and insights into the evolution of AI and the ethical considerations surrounding its deployment.