Workshops

2025

• Workshop on AI and Machine Learning for Economists Session 5

  Mar 28, 2025 - 1:00 PM

  to Mar 28, 2025 - 4:00 PM

  Introduction to Machine Learning for EconomistsFundamentals of machine learning:Activation functions, neural networks, backpropagation, and loss functions.Pattern recognition as a case study.Application of machine learning concepts to macroeconomic p

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• Workshop on AI and Machine Learning for Economists Session 6

  Apr 18, 2025 - 1:00 PM

  to Apr 18, 2025 - 4:00 PM

  Heterogeneous Agents Models with Machine LearningOverview of heterogeneous agent models in macroeconomics.Using neural networks to approximate distributions in the Krusell-Smith model.Practical implementation and coding exercises.

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• Workshop on AI and Machine Learning for Economists Session 7

  Apr 19, 2025 - 12:00 PM

  to Apr 19, 2025 - 3:00 PM

  Reinforcement Learning and Non-Optimal EconomiesFundamentals of reinforcement learning (RL) and comparison with value function iteration.Solving non-optimal economies with RL:Addressing challenges like the absence of Markov properties in equilibria.D

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