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Planned Readings

Deep Learning #5 - 4 May 2016

Variational Auto-encoded Deep Gaussian Processes
http://arxiv.org/abs/1511.06455

Deep Learning #4 - 21 April 2016

Long Short-Term Memory

Deep Learning #3 - 7 April 2016

ADVERSARIAL AUTOENCODERS- Goodfellow et.al (2016)

Deep Learning #2 - 24 March 2016

Represenation Learning: A Review and New Perspectives - Vincent et. al. (2014)

Deep Learning #1 - 10 March 2016

Deep Learning - Hinton et. al. (Nature, 2015)

Applications of Probabilistic Numerics and Bayesian Optimization (25 February 2016)

Jim Holmström, Erik Ward:
"Designing Engaging Games Using Bayesian Optimization"

Silvia Cruciani, Ali Ghadirzadeh:
"A Bayesian Exploration-Exploitation Approach for Optimal Online Sensing and Planning with a Visually Guided Mobile Robot"

Cheng Zhang, Judith Butepage:
"Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction"

Anastasiia Varav, João ... de Carvalho
"Metrics for Probabilistic Geometries"

Yanxia Zhang, Puren Guler
"Robots that can adapt like animals"