ACM FAccT Conference Talks & Presentations

Association for Computing Machinery (ACM)

Towards Values-Based NLP

Explore the future of NLP with Pascale Fung as she discusses the importance of integrating ethical values and human-centric approaches in developing advanced language technologies.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

The Future of News on Social Platforms

Explore algorithmic amplification's impact on news ranking, misinformation, and fact-checking. Learn about South Korea's COVID-19 misinformation response and the Facts Before Rumors campaign.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

The Rise of Hypersocial Artificial Intelligence

Explore the emergence of hypersocial AI and its implications for global security and peace with insights from a former California Supreme Court justice and international policy expert.

• YouTube
• 1 hour
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

It's Not the Data - Weak Tie Algorithmic Sociality and Digital Culture

Explore digital culture, algorithmic sociality, and the impact of networked technologies on Black everyday lives with André Brock's insightful analysis of Western technoculture and Black cybercultures.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Power in Political Philosophy - Nature and Justification

Explore the nature and justification of power in political philosophy, examining key concepts and theories that shape our understanding of political authority and legitimacy.

• YouTube
• 1 hour 53 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Translation Tutorial - Fairness and Friends

Explore fairness in AI and its societal implications with experts from NYU and STOP. Gain insights into ethical considerations and practical approaches for responsible AI development.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Bias Preservation in Machine Learning - The Legality of Fairness Metrics Under EU Non-Discrimination Law

Explore the legal implications of fairness metrics in machine learning under EU non-discrimination law, examining bias preservation and its impact on algorithmic decision-making.

• YouTube
• 54 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Explainable ML in the Wild - When Not to Trust Your Explanations

Explore the limitations and potential pitfalls of explainable machine learning, focusing on when to be cautious about trusting ML explanations in real-world applications.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Sociocultural Diversity in Machine Learning - Lessons from Philosophy, Psychology, and Organizational Science

Explore sociocultural diversity in machine learning through insights from philosophy, psychology, and organizational science. Gain valuable lessons for creating more inclusive and effective AI systems.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Translation Tutorial - From Publishing to Practice - Bringing AI Model Monitoring to a Healthcare Setting

Explore AI model monitoring in healthcare, focusing on practical implementation, ethical considerations, and real-world challenges faced by industry professionals.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

How to Achieve Both Transparency and Accuracy in Predictive Decision Making - An Introduction to Strategic Prediction

Explore techniques for balancing transparency and accuracy in predictive decision-making, focusing on strategic prediction methods for ethical and effective data-driven solutions.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Bias Preservation in Machine Learning - The Legality of Fairness Metrics Under EU Non-Discrimination Law

Explore the legal implications of fairness metrics in machine learning under EU non-discrimination law, focusing on bias preservation and its impact on algorithmic decision-making.

• YouTube
• 57 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Explainable ML in the Wild - When Not to Trust Your Explanations

Explore the limitations and potential pitfalls of explainable machine learning, focusing on when to be cautious about trusting ML explanations in real-world applications.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Translation Tutorial - Fairness and Friends

Explore fairness in AI and its societal implications through expert insights on ethical considerations, surveillance technology, and responsible data practices.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Translation Tutorial - A Crash Course in Motivating, Supporting, and Expanding Ethical Thinking

Crash course on integrating ethical thinking in tech education, covering motivation, support, and expansion strategies for educators to foster responsible innovation.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Conference Talk