Furthermore, machine learning algorithms have paved the way for autonomous vehicles. Machine learning finds numerous applications in education. It can be utilized in teaching, learning, and educational research. Similar to computer literacy, machine learning is being introduced in schools to prepare the...
Machine learning systems are infiltrating our lives and are beginning to become important in our education systems. This article, developed from a synthesi
Education Virtual Reality Eye Tracking Machine Learning Deep Learning Distraction Detection 1. Introduction Virtual reality (VR) has long been suggested as a way to enhance education [1]. Students can virtually take field trips to any place or learn about different machinery and how it works with...
Track 1: Emerging Technologies In Education · Web-based Learning · Social Media Analysis and Educational Applications · Technology-Enhanced Learning · Flipped Classroom · Impact of Web Technologies on Education · Web Classroom Applications · BYOD (Bring your own device) and 1:1 Learning · Mo...
Resources for education in statistics and machine learning: from advanced undergraduate to research level - dobriban/stat-ml-edu
education and linguistics, suggesting that shortcut learning may be a common characteristic of learning systems, biological and artificial alike. Based on these observations, we develop a set of recommendations for model interpretation and benchmarking, highlighting recent advances in machine learning to ...
Deep neural networks are powerful tools in learning sophisticated but fixed mapping rules between inputs and outputs, thereby limiting their application in more complex and dynamic situations in which the mapping rules are not kept the same but change according to different contexts. To lift such li...
Neural network, a computer program that operates in a manner inspired by the natural neural network in the brain. The objective of such artificial neural networks is to perform such cognitive functions as problem solving and machine learning. The theoret
Machine Teaching: an Inverse Problem to Machine Learning and an Approach Toward Optimal Education. In The Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI ``Blue Sky'' Senior Member Presentation Track), 2015. AAAI / Computing Community Consortium "Blue Sky Ideas" Track Prize. An ...
(6/2022) Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models Zhihui Yang, Yicong Huang, Zuozhi Wang, Feng Gao, Yao Lu, Chen Li, and X. Sean Wang In VLDB 2022 | PDF (6/2022) Demonstration of Collaborative and Interactive Workflow-Based Data Analytics ...