Directions in ML: AutoML & Interpretability: Powering the machine learning revolution in healthcare
Microsoft
Directions in ML: AutoML & Interpretability: Powering the machine learning revolution in healthcare
AutoML and interpretability are both fundamental to the successful uptake of machine learning by non-expert end users. The former will lower barriers to entry and unlock potent new capabilities that are out of reach when working with ad-hoc models, while the latter will ensure that outputs are transparent, trustworthy, and meaningful. In ...
2020年10月26日
短视频
Explainability vs. Interpretability: Same Goal, Different Paths
1:07
已浏览 275 次
Explainability vs. Interpretability: Same Goal, Different Paths
Dr. David, Privacy & AI
Differentiating Between Explainability and Interpretability
2:09
已浏览 950 次
Differentiating Between Explainability and Interpretability
Scry AI
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Machine Learning Explained
What is Machine Learning? | IBM
What is Machine Learning? | IBM
ibm.com
6 个月之前
Nursing Theories Made Easy: Part 1 (Basics, Components, Metaparadigm, Importance)
31:28
Nursing Theories Made Easy: Part 1 (Basics, Components, Metaparadigm, Importance)
YouTubeExplore with Dr. Rohini
已浏览 8.2万 次2020年6月23日
How Did "Nothing" Exist Before the Big Bang?
28:46
How Did "Nothing" Exist Before the Big Bang?
YouTubeSpace Matters
已浏览 128.6万 次6 个月之前
热门视频
Model interpretability - Azure Machine Learning
Model interpretability - Azure Machine Learning
microsoft.com
10 个月之前
Model Interpretability Techniques Explained | Built In
Model Interpretability Techniques Explained | Built In
builtin.com
7 个月之前
Lecture 25: Interpretability | Machine Learning for Healthcare | Electrical Engineering and Computer Science | MIT OpenCourseWare
Lecture 25: Interpretability | Machine Learning for Healthcare | Electrical Engineering and Computer Science | MIT OpenCourseWare
mit.edu
2022年4月3日
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Machine Learning Challenges
Interpretable Machine Learning: Moving from Mythos to Diagnostics
Interpretable Machine Learning: Moving from Mythos to Diagnostics
acm.org
2022年8月1日
Black-box and Target-specific Attack Against Interpretable Deep Learning Systems | Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security
Black-box and Target-specific Attack Against Interpretable Deep Learning Systems | Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security
acm.org
2022年5月30日
What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial
What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial
YouTube1littlecoder
已浏览 7970 次2021年8月23日
Model interpretability - Azure Machine Learning
Model interpretability - Azure Machine Learning
10 个月之前
microsoft.com
Model Interpretability Techniques Explained | Built In
Model Interpretability Techniques Explained | Built In
7 个月之前
builtin.com
Lecture 25: Interpretability | Machine Learning for Healthcare | Electrical Engineering and Computer Science | MIT OpenCourseWare
Lecture 25: Interpretability | Machine Learning for Healthcare | Electrica…
2022年4月3日
mit.edu
What Is AI Interpretability? | IBM
What Is AI Interpretability? | IBM
2024年10月8日
ibm.com
Types of Machine Learning | IBM
Types of Machine Learning | IBM
2023年12月20日
ibm.com
Design and Evaluation of Effective, Interactive, and Interpretable Machine Learning
1:04:18
Design and Evaluation of Effective, Interactive, and Interpretable Mac…
2018年3月5日
Microsoft
Model Interpretability in MATLAB
5:49
Model Interpretability in MATLAB
2020年8月19日
mathworks.com
Interpretability vs Explainability: The Black Box of Machine Learning
2020年7月16日
bmc.com
Techniques for Interpretable Machine Learning
2020年1月1日
acm.org
What is Interpretable Machine Learning - ML Explainability - with …
已浏览 7970 次2021年8月23日
YouTube1littlecoder
0:10
AI model interpretability expert explaining complex AI model beha…
2024年11月11日
AdobeAttasit
Interpretable Machine Learning: Moving from Mythos to Diagnostics
2022年8月1日
acm.org
6:00
Interpretability in Machine Learning | Machine Learning Interpretability
已浏览 517 次2024年12月10日
YouTubeSoledad Galli | Data Scientist @ Train in Data
Machine Learning Model Interpretability using AzureML & I…
已浏览 1555 次2021年1月19日
YouTubePawarBI
Interpretable Machine Learning
已浏览 496 次2023年11月15日
YouTubePackt
10:40
Interpretable Machine Learning with LIME - How LIME works? 10 Min. T…
已浏览 2.8万 次2019年9月19日
YouTubeCristian Arteaga
1:30:45
CVPR18: Tutorial: Part 1: Interpretable Machine Learning fo…
已浏览 1.2万 次2018年7月1日
YouTubeComputerVisionFoundation Videos
24:19
67. Interpretability vs. Explainability: Understanding and Applying Both …
已浏览 55 次2024年11月14日
YouTubeTech Entertaining
Techniques for interpretable machine learning | Communicatio…
2019年12月20日
acm.org
20:54
Explainable AI explained! | #2 By-design interpretable models with …
已浏览 4.4万 次2021年2月16日
YouTubeDeepFindr
6:10
Interpretable AI: Global vs Local Interpretability
已浏览 2416 次2021年9月20日
YouTubeMachineLearningInterview
Hands-on Introduction to Interpreting Machine Learning Mo…
已浏览 1882 次2022年9月7日
YouTubeData Science Dojo
15:47
Master ML Model Interpretation with SHAP: A Beginner’s Guide
已浏览 461 次7 个月之前
YouTubeMLWorks
Permutation Feature Importance | Machine Learning Interpretability
已浏览 952 次2024年12月3日
YouTubeSoledad Galli | Data Scientist @ Train in Data
Interpretability - now what?
2019年7月17日
berkeley.edu
21:08
Machine Learning Interpretability Toolkit
已浏览 6837 次2019年10月15日
YouTubeMicrosoft Developer
Interpreting Interpretability: Understanding Data Scientists' Us…
2020年4月23日
acm.org
14:29
MODEL REPRESENTATION AND INTERPRETABILITY-Machine Lear…
已浏览 1.2万 次2023年3月18日
YouTubeD Sumathi
1:00:15
ML Interpretability: feature visualization, adversarial example…
已浏览 1.2万 次2024年5月21日
YouTubeUmar Jamil
观看更多视频
静态缩略图占位符