Trustworthy ML - Lecture 7 - Explainability (Feature attribution, Training data attribution) Published 2023-11-27 Download video MP4 360p Recommendations 07:07 Interpretable vs Explainable Machine Learning 07:07 SHAP values for beginners | What they mean and their applications 30:56 Keynote: The big leap of Python 3.13 - Łukasz Langa 1:29:56 Trustworthy ML - Lecture 2 - OOD Generalisation (Definitions & evaluation, Cue selection) 07:30 What is Explainable AI? 1:30:36 Trustworthy ML - Lecture 6 - Explainability (Feature attribution) 36:15 Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!! 1:21:48 Trustworthy ML - Lecture 3 - OOD Generalisation (Cue selection) 07:50 Machine Learning vs Deep Learning 02:20 Why do we split data into train test and validation sets? 10:36 The 7 steps of machine learning 05:49 AI vs Machine Learning 1:02:50 MIT 6.S191: Recurrent Neural Networks, Transformers, and Attention 04:39 A simple mistake that can screw up your light/dark theme (and how to fix it) Similar videos 27:56 Interpretability Beyond Feature Attribution 14:14 Understanding LIME | Explainable AI 1:26:39 Trustworthy ML - Lecture 12 - Conclusion (Exam, Final topics, Research at STAI) 1:29:44 SAM: The Sensitivity of Attribution Methods to Hyperparameters (CVPR 2020) - Dr. Chirag 1:06:02 XAI Tutorial: Explainability OF Deep Neural Networks 1:26:56 Interpretable Deep Learning - Deep Learning in Life Sciences - Lecture 05 (Spring 2021) 1:29:17 Explainable machine learning (2022, 1st lecture): Introduction 1:01:34 Machine Learning Explainability and Language Model UI - Hima Lakkaraju - Talking Language AI #5 43:44 Trustworthy Machine Learning 12:24 Explainable AI 1:12:37 Stanford Seminar - ML Explainability Part 3 I Post hoc Explanation Methods 1:15:29 Explainable AI for Science and Medicine 1:18:42 25. Interpretability 1:51:35 Challenges and Frontiers in Deploying Transparent Machine Learning 42:30 How do models learn: understanding feature importance in deep neural networks by Sara Hooker 07:22 Can AI identify the right Features in a Medical Image? 2022 Feature-attribution XAI MIT More results