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| Entrambe le parti precedenti la revisioneRevisione precedente | |
| magistraleinformatica:dmi:start [14/12/2025 alle 23:58 (3 settimane fa)] – [Past Excercises and past exams of similar courses] Anna Monreale | magistraleinformatica:dmi:start [18/12/2025 alle 14:09 (2 settimane fa)] (versione attuale) – Anna Monreale |
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| |31. | 09.12 | Responsible AI: privacy. | Same slides of previous lecture | {{ :magistraleinformatica:dmi:chap-anonymity.pdf |}} [[https://arxiv.org/abs/1610.05820|MIA attack against ML]]| Monreale| | |31. | 09.12 | Responsible AI: privacy. | Same slides of previous lecture | {{ :magistraleinformatica:dmi:chap-anonymity.pdf |}} [[https://arxiv.org/abs/1610.05820|MIA attack against ML]]| Monreale| |
| |32. | 10.12 | Responsible AI: Explaianble AI |{{ :magistraleinformatica:dmi:20_explainability_2025.pdf |XAI}}|[[https://christophm.github.io/interpretable-ml-book/|Digital book where students can find some basic XAI models and notions]] {{ :magistraleinformatica:dmi:xai-taxonomy-survey.pdf | XAI Survey describing the taxonony and dimensions of XAI}} {{ :magistraleinformatica:dmi:lore-j.pdf | LORE apaproach}}, {{ :magistraleinformatica:dmi:abele-approach.pdf |ABELE approach}}{{ :magistraleinformatica:dmi:lasts_-_explaining_any_time_series_classifier_2_.pdf |LASTS}} [[https://arxiv.org/abs/1705.07874|SHAP]][[https://arxiv.org/abs/1602.04938|LIME]]|Monreale| | |32. | 10.12 | Responsible AI: Explaianble AI |{{ :magistraleinformatica:dmi:20_explainability_2025.pdf |XAI}}|[[https://christophm.github.io/interpretable-ml-book/|Digital book where students can find some basic XAI models and notions]] {{ :magistraleinformatica:dmi:xai-taxonomy-survey.pdf | XAI Survey describing the taxonony and dimensions of XAI}} {{ :magistraleinformatica:dmi:lore-j.pdf | LORE apaproach}}, {{ :magistraleinformatica:dmi:abele-approach.pdf |ABELE approach}}{{ :magistraleinformatica:dmi:lasts_-_explaining_any_time_series_classifier_2_.pdf |LASTS}} [[https://arxiv.org/abs/1705.07874|SHAP]][[https://arxiv.org/abs/1602.04938|LIME]]|Monreale| |
| |33. | 11.12 | XAI Python Notebook + Private and explanable FL, Assessing privacy in XAI | {{ :magistraleinformatica:dmi:11-dic-2025-xai.pdf | Slides}} |{{ :magistraleinformatica:dmi:glor-flex_local_to_global_rule-based_explanations_fl.pdf |GLOR-FLEX}} {{ :magistraleinformatica:dmi:fastshap-ex-pri.pdf |FASTSHAP++}} [[https://www.tdp.cat/issues21/tdp.a534a24.pdf|REVEAL]]|Naretto| | |33. | 11.12 | XAI Python Notebook + Private and explanable FL, Assessing privacy in XAI | {{ :magistraleinformatica:dmi:xai-tutorial.ipynb.zip |XAI Notebook}} {{ :magistraleinformatica:dmi:11-dic-2025-xai.pdf | Slides}} |{{ :magistraleinformatica:dmi:glor-flex_local_to_global_rule-based_explanations_fl.pdf |GLOR-FLEX}} {{ :magistraleinformatica:dmi:fastshap-ex-pri.pdf |FASTSHAP++}} [[https://www.tdp.cat/issues21/tdp.a534a24.pdf|REVEAL]]|Naretto| |
| |34. | 16.12 |Project Presentations - second check - ONLINE - **MANDATORY **| | |34. | 16.12 |Project Presentations - second check - ONLINE - **MANDATORY **| |
| |35. | 17.12 |Project Presentations - second check - ONLINE - **MANDATORY **| | |35. | 17.12 |Project Presentations - second check - ONLINE - **MANDATORY **| |
