tba

AI Keynote Series  •  18.07.2024  •  Online via Zoom

Representation Learning: A Causal Perspective

Lecture with Yixin Wang from University of Michigan, applying causal insights to create clear, efficient representations using counterfactuals.

AI Keynote Series  •  06.06.2024  •  Online via Zoom

Interpretable prediction with missing values

Missing values in healthcare data hinder interpretability and predictions. Fredrik Johansson's talk presents two solutions and suggests future research directions.

AI Keynote Series  •  23.05.2024  •  Online via Zoom

Innovating AI Products for Social Good in the Age of Foundational Models

Professor Qian Yang explores how LLMs necessitate considering societal impacts and innovating for social good in education and mental healthcare.

AI Keynote Series  •  08.02.2024  •  LMU Institute of AI in Management via zoom

Causal Scoring: A Framework for Effect Estimation, Effect Ordering, and Effect Classification

The presentation introduces causal scoring for decision-making, with interpretations.

AI Keynote Series  •  18.01.2024  •  LMU Institute of AI in Management via zoom

Machine Learning Who to Nudge: Causal vs Predictive Targeting in a Field Experiment on Student Financial Aid Renewal

Join the presentation of Jann Spiess, Stanford Graduate School of Business, on the nuances of intervention effectiveness on targeting strategies.