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Explore all talks and presentations from ACM FAccT Conference. Dive deep into the latest insights, research, and trends from the world's leading experts.
Explore economic models, strategic manipulation, social equality, and affirmative action's effects in this ACM-offered study, requiring less than an hour.
Explore ethical tensions, racial bias in health algorithms, and China's social credit system in this under 1-hour material from the Association for Computing Machinery.
Explore economic models of fairness in machine learning with ACM's material, featuring discussions on equality of opportunity, population-level signaling, and fair allocation.
Explore the concept of explainability in computing with ACM's material, featuring diverse coherent explanations, model reconstruction, and deception detection.
Explore the intersection of law, policy, and AI with ACM's concise program, covering dishonest anthropomorphism, AI explanations, racial categories in machine learning, and algorithm fairness.
Explore the impact of content distribution in social media with ACM's study on Russia-linked ad campaigns on Facebook, biases in news perception, and controlling polarization.
Explore fairness methods in computing with ACM's program, featuring topics like causal latent-variable models, decision-making, and deep weighted averaging classifiers.
Explore bias in semantic representation, fair representation in crowdsourced recommendations, and subgroup fairness in machine learning with ACM's under 1-hour material.
Explore fairness in machine learning and sociotechnical systems with ACM's short program, featuring insights from experts like Samir Passi and Solon Barocas.
Explore the use of machine learning and predictive analytics in employment selection with ACM's tutorial. Learn about laws, discrimination theories, and measuring adverse impact. (1-2 hours)
Explore and mitigate gender stereotypes in word embeddings with this ACM tutorial. Gain hands-on experience in identifying biases and implementing solutions in less than an hour.
Explore the context and consequences of pre-trial detention with ACM's tutorial. Learn about predictive modeling in criminal justice, racial bias, and legal processes in under an hour.
Explore the shared lexicon in human-centered software systems with ACM's tutorial. Understand key terms in machine learning and data science, and how they're used across disciplines.
Learn to audit black-box models using a software library with ACM's tutorial. Understand the method's strengths, limitations, and application to your datasets in under an hour.
Explore 21 definitions of fairness in computing with ACM's short tutorial. Delve into the politics and values embedded in each, and understand their implications for policy and moral debates.
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