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ICML
2008
IEEE
16 years 4 months ago
On multi-view active learning and the combination with semi-supervised learning
Multi-view learning has become a hot topic during the past few years. In this paper, we first characterize the sample complexity of multi-view active learning. Under the expansion...
Wei Wang, Zhi-Hua Zhou
135
Voted
EDM
2009
110views Data Mining» more  EDM 2009»
15 years 1 months ago
Using Learning Decomposition and Bootstrapping with Randomization to Compare the Impact of Different Educational Interventions o
A basic question of instructional interventions is how effective it is in promoting student learning. This paper presents a study to determine the relative efficacy of different in...
Mingyu Feng, Joseph Beck, Neil T. Heffernan
123
Voted
CORR
2010
Springer
141views Education» more  CORR 2010»
15 years 3 months ago
Agnostic Active Learning Without Constraints
We present and analyze an agnostic active learning algorithm that works without keeping a version space. This is unlike all previous approaches where a restricted set of candidate...
Alina Beygelzimer, Daniel Hsu, John Langford, Tong...
237
Voted
UIST
2010
ACM
15 years 1 months ago
TwinSpace: an infrastructure for cross-reality team spaces
We introduce TwinSpace, a flexible software infrastructure for combining interactive workspaces and collaborative virtual worlds. Its design is grounded in the need to support dee...
Derek F. Reilly, Hafez Rouzati, Andy Wu, Jee Yeon ...
ICALT
2006
IEEE
15 years 9 months ago
Personal Learning Environments
Personal Learning Environments (PLEs) are attracting increasing interest in the e-learning domain. PLEs may be characterised in a multidimensional space. Examples of PLEs are disc...
Mark van Harmelen