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Št. zadetkov: 14
MOTIVATION FOR CHANGE: GAMIFICATION AS A TOOL FOR SUPPORTING SUSTAINABLE BEHAVIOUR
Maja Pivec, Jane Lu Hsu
Izvirni znanstveni članek
Oznake: environmental behavior;green skills;sustainability;interviews;co-creation
This article reports on applied research and the aspiration to find ways to increase sustainable behavior through the application of game mechanics and playful solutions. One of the main questions investigated through the research activities was what would motivate people to adopt more sustainable b ...
Leto: 2020 Vir: ZRC SAZU
Sample Complexity Bounds for Differentially Private Learning
Daniel Hsu
Video in druga učna gradiva
Oznake: computer science;machine learning;supervised learning
We study the problem of privacy-preserving classification – namely, learning a classifier from sensitive data, while still preserving the privacy of individuals in the training set. In particular, we require that our learning algorithm guarantees differential privacy, a very strong notion of privacy ...
Leto: 2011 Vir: videolectures.net
Hierarchical sampling for active learning
Daniel Hsu
Video in druga učna gradiva
Oznake: computer science;machine learning;active learning
We present an active learning scheme that exploits cluster structure in data.
Leto: 2008 Vir: videolectures.net
A Spectral Algorithm for Latent Dirichlet Allocation
Daniel Hsu
Video in druga učna gradiva
Oznake: computer science;machine learning;unsupervised learning;semi-supervised learning
Topic modeling is a generalization of clustering that posits that observations (words in a document) are generated by \emph{multiple} latent factors (topics), as opposed to just one. This increased representational power comes at the cost of a more challenging unsupervised learning problem of estima ...
Leto: 2012 Vir: videolectures.net
Multi-Label Prediction via Compressed Sensing
Daniel Hsu
Video in druga učna gradiva
Oznake: computer science;machine learning;neural networks;regression
We consider multi-label prediction problems with large output spaces under the assumption of output sparsity - that the target (label) vectors have small support. We develop a general theory for a variant of the popular error correcting output code scheme, using ideas from compressed sensing for exp ...
Leto: 2009 Vir: videolectures.net
Efficient algorithms for estimating multi-view mixture models
Daniel Hsu
Video in druga učna gradiva
Oznake:
Mixture models are a staple in machine learning and applied statistics for treating data taken from multiple sub-populations. For many classes of mixture models, parameter estimation is computationally and/or information-theoretically hard in general. However, much progress has been made over the p ...
Leto: 2012 Vir: videolectures.net
Bridging Human and Machine Learning: Using discrete Markov Chain Monte Carlo with People to explore human categories
Anne Hsu
Video in druga učna gradiva
Oznake: computer science;machine learning;markov processes;monte carlo methods
Leto: 2012 Vir: videolectures.net
CTJLSVM: Componentwise Triple Jump Acceleration for Training Linear SVM
Chun-Nan Hsu
Video in druga učna gradiva
Oznake:
The triple jump extrapolation method is an effective approximation of Aitken’s acceleration for accelerating the convergence of many machine learning algorithms that can be formulated as fixedpoint iteration. In the remainder of this abstract, we briefly review the general idea of the triple jump me ...
Leto: 2008 Vir: videolectures.net
Impact analysis of using OpenCourseWare to flipper the classroom – examples in Taipei Medical University
Hsu-Tien Wan
Video in druga učna gradiva
Oznake: social sciences;education;society;public policy
Leto: 2014 Vir: videolectures.net
The significance of cows in Indian society between sacredness and economy
Govindasamy Agoramoorthy, Minna J. Hsu
Izvirni znanstveni članek
Oznake: Indija;hinduizem;krave;vera;kultura;ekonomija;družba;socialna antropologija;
Leto: 2012 Vir: dLib.si Digitalna knjižnica Slovenije
Št. zadetkov: 14
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