courses:xai:p1

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courses:xai:p1 [2023/11/27 09:13] – [XAI for effective computing] admincourses:xai:p1 [2023/12/04 09:18] (current) – [Lux on Mushrooms datset] admin
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 {{:courses:xai:winner.png?30|}} {{:courses:xai:winner.png?30|}}
  
-The goal of this project is to reproduce results from {{ :mgr:mgr2024:selfxdnn:ximl2023_exploring_multi_task_learning_for_explainability_aueb.pdf |Exploring Multi-Task Learning for Explainability}}+The goal of this project is to reproduce results from {{ :courses:xai:ximl2023_exploring_multi_task_learning_for_explainability_aueb.pdf |Exploring Multi-Task Learning for Explainability}} 
 + 
 ===== Lux on Mushrooms datset ===== ===== Lux on Mushrooms datset =====
 The goal of this work is to test how LUX works on the Mushroom daatset. The goal of this work is to test how LUX works on the Mushroom daatset.
 +  * Dataset: [[https://archive.ics.uci.edu/dataset/848/secondary+mushroom+dataset|Download]]
 +  * Example preprocessing: [[https://colab.research.google.com/drive/1o7svANZLp5AGH0mvN906OG4QGCyi26I5|Colab Notebook]]
 ===== XAI for affective computing ===== ===== XAI for affective computing =====
  
 The goal of this project is to calculate various XAI models for affective prediciton models The goal of this project is to calculate various XAI models for affective prediciton models
 +  * Start with the model: [[https://colab.research.google.com/drive/19xlYqtoGz80M6fHmOQsE7TAFf2xyPt9b?usp=sharing|Colab model for LSTMConv1 models]]
  
  
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