Association for Computing Machinery (ACM) Courses

Understanding the Context and Consequences of Pre-trial Detention

Explore the impact of pre-trial detention decisions through legal insights, risk assessment tools, and personal experiences. Gain a deeper understanding of criminal justice data beyond statistics.

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

Translation Tutorial - A Shared Lexicon for Research in Human-Centered Software Systems

Explore key terms in fairness, accountability, and transparency in algorithmic systems. Learn how different disciplines interpret these concepts to improve cross-disciplinary communication and research in human-centered software.

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

Auditing Black-box Models

Learn techniques to audit and interpret complex machine learning models, focusing on detecting unintended dependencies and biases using a specialized software library through hands-on examples.

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

21 Definitions of Fairness and Their Politics

Explore 21 mathematical definitions of fairness in machine learning, their embedded values, and implications for ethics and policy. Gain insights into the complexities of algorithmic fairness and its connection to theories of justice.

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

Fairness in Machine Learning - Lessons from Political Philosophy

Explore the intersection of machine learning fairness and political philosophy, drawing insights to address ethical challenges in AI decision-making systems.

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

Case Study of Child Maltreatment Hotline Screening Decision Support

Explore algorithmic decision-making in child welfare hotline screening, examining ethical implications and real-world impact through a comprehensive case study analysis.

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

Mixed Messages - The Limits of Automated Social Media Content Analysis

Explore limitations of automated content analysis on social media, examining accuracy, bias, and implications for free expression and content moderation policies.

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

What Is Discrimination, When Is It Wrong and Why?

Exploration of discrimination's definition, permissibility, and ethical implications. Surveys scholarly perspectives on discrimination law's purpose and debates surrounding various approaches to identifying wrongful discrimination.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Conference Talk

Privacy for All - Ensuring Fair and Equitable Privacy Protections

Explore fair and equitable privacy protections in computing, addressing challenges and proposing solutions for inclusive data protection across diverse populations.

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

Discrimination in Online Personalization - A Multidisciplinary Inquiry

Explores multidisciplinary approaches to identifying and addressing discrimination in online personalization systems, examining legal, technical, and ethical perspectives on algorithmic fairness.

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

Saving Humanity

Explore the impact of AI and technology on society, policy, and human values with Harvard's Latanya Sweeney. Examine unforeseen consequences and discuss how to shape our technological future responsibly.

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

Caring for Datasets - A Framework for Deprecating Datasets and Responsible Data Stewardship

Explore a framework for responsible data stewardship, focusing on dataset deprecation and ethical considerations in AI development and research.

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

The Death of the Legal Subject - How Predictive Algorithms Are -Re-constructing Legal Subjectivity

Explore how predictive algorithms reshape legal subjectivity, challenging traditional notions of individual agency and responsibility in the justice system.

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

We Cannot Find Fault with a Friend - Perceptions of Algorithmic Accountability Among Instant Loan App Users in India

Explore perceptions of algorithmic accountability among instant loan app users in India, examining user trust, understanding, and attitudes towards AI-driven lending decisions.

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

Model Explanations with Differential Privacy

Explore techniques for generating privacy-preserving explanations of machine learning models, balancing transparency with data protection in AI systems.

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