10 citations · 11 across the 4 of their papers we have counts for
3 papers · 1 filter
Odd-One-Out Representation Learning
Salman Mohammadi, Anders Kirk Uhrenholt, Bjørn Sand Jensen
The effective application of representation learning to real-world problems requires both techniques for learning useful representations, and also robust ways to evaluate propertie…
Intrinsic Robotic Introspection: Learning Internal States From Neuron Activations
Nikos Pitsillos, Ameya Pore, Bjorn Sand Jensen +1
We present an introspective framework inspired by the process of how humans perform introspection. Our working assumption is that neural network activations encode information, and…
Probabilistic selection of inducing points in sparse Gaussian processes
Anders Kirk Uhrenholt, Valentin Charvet, Bjørn Sand Jensen
Sparse Gaussian processes and various extensions thereof are enabled through inducing points, that simultaneously bottleneck the predictive capacity and act as the main contributor…