Conferences and workshops on active learning

active learning rate is always superior to that of passive learning. ... pdf). 24. de Boor, C.: The error in polynomial tensor-product and chung-yao ... We study acquisition functions for active learning (AL) for text classification. ... pdf. [8] Ruijiang Gao and Maytal Saar-Tsechansky. Cost-accuracy aware ... Sep 22, 2014 ... The objective in active learning is to produce a highly-accurate classifier, ideally using fewer labels than the number of random labeled data ... approach to early childhood education is the belief that active learning is funda- mental to the full development of human poten- tial and that active ... We empirically evaluated SEALS for both active learning and search on three large scale computer vision datasets: Im-. ageNet [Russakovsky et al. 2015], ... In the following table, asynchronous active learning activities are organized by the purpose or goals that each activity can serve, and whether those ... Thus active learning approaches that rely on group work rest on this sociocultural branch of constructivist learning theory, leveraging peer-peer interaction to. Jun 10, 2014 ... The results raise questions about the continued use of traditional lecturing as a control in research studies, and support active learning as ... ... Education 81 (3), 441‐448 (2004). 15 Scott Schiff, internal report found at http://www.clemson.edu/ese/research/SCALEUP/scaleCiE.pdf. Accessed Septermber 25 ... Mar 15, 2018 ... A transition to active learning closed the gap in learning gains between non-URM and URM students and led to an increase in science self-efficacy for all ...