Causality and scientific explanation of artificial intelligence systems in biomedicinedoi:10.1007/s00424-024-03033-9With rapid advances of deep neural networks over the past decade, artificial intelligence (AI) systems are now commonplace in many applications in biomedicine. These systems often achieve ...
论文:《Explanation in artificial intelligence: Insights from the social sciences》 Abstract 1. Introduction 1.1 Scope 1.2 Major findings 1.3 Outline 1.4 Example 论文:《Explanation in artificial intelligence: Insights from the social sciences》 看的时候随手记的笔记,有不理解的地方可以提出一起讨论一下呀!
There has been a recent resurgence in the area of explainable artificial intelligence as researchers and practitioners seek to make their algorithms more understandable. Much of this research is focused on explicitly explaining decisions or actions to a human observer, and it should not be controversia...
There has been a recent resurgence in the area of explainable artificial intelligence as researchers and practitioners seek to provide more transparency to their algorithms. Much of this research is focused on explicitly explaining decisions or actions to a human observer, and it should not be contro...
Explainable Artificial Intelligence (XAI) has re-emerged in response to the development of modern AI and ML systems. These systems are complex and sometimes biased, but they nevertheless make decisions that impact our lives. XAI systems are frequently algorithm-focused; starting and ending with an ...
Explainable artificial intelligence (XAI) is gradually becoming a key component of many artificial intelligence systems. However, such pursuit of transparency may bring potential privacy threats to the model confidentially, as the adversary may obtain more critical information about the model. In this pa...
is specifically mentioned in the European Union's General Data Protection Regulation." The goal of making algorithms accessible is central to what is known as "eXplainable Artificial Intelligence (XAI)": "In explainability research, the focus is currently on the desired outcomes of transparency and ...
With the continuous development of artificial intelligence (AI) technology, more and more researchers have begun to pay attention to the research and application of AI technology in the field of medical and health. An important part of accelerating the implementation of the AI technology industry is...
AI, or artificial intelligence, is broadly defined as machine systems that aim to simulate human intelligence. It's not one technology, but rather an umbrella term. Machine learning, or ML, is a subset of AI. ML algorithms independently learn from and detect patterns in data, without being ...
TalkToModel gives anyone with the powers of XAI through natural language conversations 💬! aimlmachine-learning-librarypapersexplanationdialogue-systemsinterpretabilityconversational-aiexplainable-artificial-intelligencemachine-learning-papersexplainable-mlxaiinterpretable-machine-learningexplainabilitypaper-implementationco...