Association for Computing Machinery (ACM) Courses

Implementing Intersectionality in Algorithmic Fairness - Keynote Panel I

Exploring approaches to implement intersectionality in algorithmic fairness, addressing hidden biases and unique experiences at the intersection of identities to promote equitable AI systems.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

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

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

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

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

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

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

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

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

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

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

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

In Praise of Flawed Mathematical Models

Exploring the value of imperfect mathematical models in computing and their impact on decision-making, ethics, and societal implications in technology and data science.

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

Health, Technology, and Race

Explore the intersections of health, technology, and race with Yeshimabeit Milner's insightful keynote, addressing crucial societal issues and their impact on modern healthcare and technological advancements.

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

Detecting Discriminatory Risk through Data Annotation Based on Bayesian Inferences

Explore Bayesian inference techniques for detecting discriminatory risk in data annotation, enhancing fairness and accountability in machine learning systems.

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