Cognitive bias mitigation

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Related lectures (21)

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Psychological Mechanisms in Social Psychology

Explores psychological mechanisms in social psychology through empirical research work and specific approaches.

Implicit Bias: Gender Stereotypes

Delves into the underrepresentation of women in leadership, addressing implicit bias, gender stereotypes, and social identity theory.

Designing Experiments and Measuring Learning

Explores experimental design challenges in social sciences, emphasizing hypothesis formulation, variable control, and bias mitigation.

Demand Management: Forecasting Methods

Explores demand management, forecasting methods, bullwhip effect, Swiss watch industry impact, and cognitive biases in business.

Machine Learning Security

Explores machine learning security, including model stealing, altering outputs, adversarial conditions, and privacy challenges, emphasizing the importance of addressing biases in machine learning models.

Causality and Invariant Machine Learning

Explores causality, correlation, and spurious correlations in machine learning, emphasizing bias mitigation and invariance across environments.

Generating and Selecting Ideas

Delves into the human brain's creative problem-solving abilities and the importance of clear questions in the design process.

Religions: Conclusions

Discusses the cognitive foundations of religions and their future in secular societies.

Polarization and Radicalization: Self-Selecting Groups

Delves into polarization, radicalization, and self-selecting groups, discussing negative consequences and mitigation strategies.

Bias in Machine Learning

Explores the impact of bias in machine learning models and strategies to mitigate risks.