In artificial intelligence (AI), particularly machine learning (ML), ablation is the removal of a component of an AI system. An ablation study investigates the performance of an AI system by removing certain components to understand the contribution of the component to the overall system. The term is an analogy with biology (removal of components of an organism), and is particularly used in the analysis of artificial neural nets by analogy with ablative brain surgery. Other analogies include other neuroscience biological systems such as Drosophilla central nervous system and the vertebrate brain. Ablation studies require that a system exhibit graceful degradation: the system must continue to function even when certain components are missing or degraded. According to some researchers, ablation studies have been deemed a convenient technique in investigating artificial intelligence and its durability to structural damages. Ablation studies damage and/or remove certain components in a controlled setting to investigate all possible outcomes of system failure; this characterizes how each action impacts the system's overall performance and capabilities. The ablation process can be used to test systems that perform tasks such as speech recognition, visual object recognition, and robot control. (Wikipedia).
AI for Engineers: Building an AI System
Artificial intelligence (AI) is a simulation of intelligent human behavior. It is designed to perceive its environment, make decisions, and take action. Get an overview of AI for engineers, and discover the ways in which artificial intelligence fits into an engineering workflow. You’ll lea
From playlist 深度学习(Deep Learning)
Should we be scared of artificial intelligence and all it will bring us? Not so long as we remember to make sure to build artificial emotional intelligence into the technology. Please subscribe here: http://tinyurl.com/o28mut7 If you like our films take a look at our shop (we ship worldwid
From playlist WORK + CAPITALISM
What Is Artificial Intelligence? | Introduction To Artificial Intelligence | AI Tutorial|Simplilearn
Artificial intelligence is a technique of turning a computer-based robot to work and act like humans. Siri, Alexa, recommendations from companies like Flipkart and Amazon, and self-driving cars like Tesla. All this work is based on AI. There are four types of Artificial Intelligence. It in
Homomorphisms in abstract algebra
In this video we add some more definition to our toolbox before we go any further in our study into group theory and abstract algebra. The definition at hand is the homomorphism. A homomorphism is a function that maps the elements for one group to another whilst maintaining their structu
From playlist Abstract algebra
AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning
DeepMind's new agent to tackle yet another Esport: Starcraft II. This agent uses deep reinforcement learning with a new technique, called League Training, to catapult itself to Grandmaster-level skill at playing this game. Abstract: Many real-world applications require artificial agents t
From playlist Reinforcement Learning
Field Definition (expanded) - Abstract Algebra
The field is one of the key objects you will learn about in abstract algebra. Fields generalize the real numbers and complex numbers. They are sets with two operations that come with all the features you could wish for: commutativity, inverses, identities, associativity, and more. They
From playlist Abstract Algebra
Artificial Intelligence Applications 2021|Artificial Intelligence Examples In Real Life |Simplilearn
🔥Free Artificial Intelligence Course: https://www.simplilearn.com/learn-ai-basics-skillup?utm_campaign=AI&utm_medium=DescriptionFirstFold&utm_source=youtube Artificial Intelligence is no more a buzz; it has become a reality. With companies using artificial intelligence to build intelligent
[ML News] EU regulates AI, China trains 1.75T model, Google's oopsie, Everybody cheers for fraud.
#mlnews #wudao #academicfraud OUTLINE: 0:00 - Intro 0:25 - EU seeks to regulate AI 2:45 - AI COVID detection systems are all flawed 5:05 - Chinese lab trains model 10x GPT-3 size 6:55 - Google error identifies "ugliest" language 9:45 - McDonald's learns about AI buzzwords 11:25 - AI predi
From playlist All Videos
Types Of Artificial Intelligence | Artificial Intelligence Explained | What Is AI? | Simplilearn
This video on Types of Artificial Intelligence will help you learn what is AI is and the different types of Artificial Intelligence. We'll look into the AI types based on capabilities and functionalities with some examples to understand where they can be used. 🔥Free AI Course: https://www
AI Weekly Update - March 8th, 2021 (#27)!
Thank you for watching! Please Subscribe! Content Links: Multimodal neurons (OpenAI): https://openai.com/blog/multimodal-neurons/ Multimodal neurons (Distil): https://distill.pub/2021/multimodal-neurons/ DeepDream (Wikipedia): https://en.wikipedia.org/wiki/DeepDream CLIP (OpenAI): https:/
From playlist AI Research Weekly Updates
Stanford CS224N: NLP with Deep Learning | Winter 2020 | BERT and Other Pre-trained Language Models
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3waBO2R Jacob Devlin, Google AI Language https://research.google/people/106320/ Professor Christopher Manning Thomas M. Siebel Professor in Machine Learning, Profe
From playlist Stanford CS224N: Natural Language Processing with Deep Learning Course | Winter 2019
Improved Consistency Regularization for GANs
This video explores a new technique for using the same Consistency Regularization headlining advances in Unsupervised Learning such as FixMatch and SimCLR to the GAN framework! This achieves large improvements in FID scores generating ImageNet images! Paper Links: Improved Consistency Reg
From playlist Generative Adversarial Networks
23 Algebraic system isomorphism
Isomorphic algebraic systems are systems in which there is a mapping from one to the other that is a one-to-one correspondence, with all relations and operations preserved in the correspondence.
From playlist Abstract algebra
Kendrew Lecture 2021 pt1 - Using AI to accelerate scientific discovery - Demis Hassabis
MRC Laboratory of Molecular Biology John Kendrew Lecture 2021 part 1 Using AI to accelerate scientific discovery Speaker: Demis Hassabis, Founder and CEO, DeepMind. Abstract: The past decade has seen incredible advances in the field of Artificial Intelligence (AI). DeepMind has been in t
From playlist Talks | AI for science
Earth System Science 21. On Thin Ice. Lecture 15. Glacier Mass Balance
UCI ESS 21: On Thin Ice (Winter 2014) Lec 15. On Thin Ice -- Glacier Mass Balance -- View the complete course: http://ocw.uci.edu/courses/ess_21_on_thin_ice__climate_change_and_the_cryosphere.html Instructor: Julie Ferguson, Ph.D. License: Creative Commons CC-BY-SA Terms of Use: http://oc
From playlist Earth System Science 21: On Thin Ice: Climate Change and the Cryosphere
Stanford HAI 2019 - Panel Discussion moderated by Reid Hoffman
Panelists include Jeff Dean, Alison Gopnik, Demis Hassabis, and Chris Manning.
From playlist Stanford HAI Symposium 2019
Q&A 148: How Do We Know the Age of the Universe? And More...
In this week's episode, I talk about the various ways we measure the age of the Universe. What's next for OSIRIS-REx? And what are the next frontiers for gravitational wave astronomy? 00:00 Start 00:41 How do we calculate the age of the Universe? 04:32 Will the planets migrate again? 06:3
From playlist Questions and Answers with Fraser Cain
In this section I introduce plane autonomous systems, which form beautiful and useful vector fields.
From playlist A Second Course in Differential Equations
Isomorphisms (Abstract Algebra)
An isomorphism is a homomorphism that is also a bijection. If there is an isomorphism between two groups G and H, then they are equivalent and we say they are "isomorphic." The groups may look different from each other, but their group properties will be the same. Be sure to subscribe s
From playlist Abstract Algebra
ShmooCon 2014: The "Science of Cyber" and the Next Generation of Security Tools
For more information visit: http://bit.ly/shmooc14 To download the video visit: http://bit.ly/shmooc14_down Playlist Shmoocon 2014: http://bit.ly/shmooc14_pl Speaker: Paulo Shakarian Governments around the world are investing heavily in the so called "science of cyber" in order to create
From playlist ShmooCon 2014