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Yapay Öğrenmede Yorumlanabilirlik
Saturday, March 13, 2021 -
1:30 PM
Monday, March 8, 2021
Tuesday, March 9, 2021
Wednesday, March 10, 2021
Thursday, March 11, 2021
Friday, March 12, 2021
Saturday, March 13, 2021
1:30 PM
Yapay Öğrenmede Yorumlanabilirlik
-
İlker Birbil
(Erasmus Üniversitesi Rotterdam)
Yapay Öğrenmede Yorumlanabilirlik
İlker Birbil
(Erasmus Üniversitesi Rotterdam)
1:30 PM - 2:15 PM
Bu konuşmada, yapay öğrenme modellerinden yorumlanabilir sonuçlar elde etmek için kullanılan yaklaşımlardan bahsedeceğim. Ağırlık, kural tabanlı ve optimizasyona dayalı yöntemlerde olacak. Bu yöntemleri genel bir çerçeve içinde ele aldıktan sonra, iyi bilinen bazı yöntemlerin avantajlarını ve dezavantajlarını sıralayacağım. Konuşmanın son kısmında ise kısa süre önce geliştirdiğimiz kural çıkartma ve kural türetme algoritmalarını tanıtacağım.
2:15 PM
ARA
ARA
2:15 PM - 2:25 PM
2:25 PM
Kural Çıkartma ve Kural Türetme Algoritmaları
-
İlker Birbil
(Erasmus Üniversitesi Rotterdam)
Kural Çıkartma ve Kural Türetme Algoritmaları
İlker Birbil
(Erasmus Üniversitesi Rotterdam)
2:25 PM - 2:55 PM
Uygulama kısmının başında kural çıkartma ve kural türetme algoritmalarını standart problemler üzerinde deneyeceğiz. Ardından bir vaka çalışması yardımıyla elde edilen sonuçları yorumlamayı konuşacağız.
