Arinbjörn Kolbeinsson | DeepAI

DeepAI AI Chat

Featured Co-authors

Daniel Rueckert
199 publications
Anima Anandkumar
190 publications
Yike Guo
67 publications
Marc Peter Deisenroth
60 publications
Yannis Panagakis
37 publications
Nicholas R. Jennings
31 publications
Jean Kossaifi
24 publications
Pierre H. Richemond
12 publications
Luca Foschini
9 publications
Kyriaki-Margarita Bintsi
7 publications
Vasileios Baltatzis
7 publications

∙ 07/31/2023

Generative models for wearables data

Data scarcity is a common obstacle in medical research due to the high c...

0 Arinbjörn Kolbeinsson, et al. ∙

∙ 12/27/2021

Self-supervision of wearable sensors time-series data for influenza detection

Self-supervision may boost model performance in downstream tasks. Howeve...

0 Arinbjörn Kolbeinsson, et al. ∙

∙ 11/14/2020

GENNI: Visualising the Geometry of Equivalences for Neural Network Identifiability

We propose an efficient algorithm to visualise symmetries in neural netw...

0 Daniel Lengyel, et al. ∙

∙ 08/29/2020

Patch-based Brain Age Estimation from MR Images

Brain age estimation from Magnetic Resonance Images (MRI) derives the di...

12 Kyriaki-Margarita Bintsi, et al. ∙

∙ 11/25/2019

Biologically inspired architectures for sample-efficient deep reinforcement learning

Deep reinforcement learning requires a heavy price in terms of sample ef...

0 Pierre H. Richemond, et al. ∙

∙ 09/24/2019

Monotonic Trends in Deep Neural Networks

The importance of domain knowledge in enhancing model performance and ma...

0 Akhil Gupta, et al. ∙

∙ 05/21/2019

Adaptive Model Selection Framework: An Application to Airline Pricing

Multiple machine learning and prediction models are often used for the s...

0 Naman Shukla, et al. ∙

∙ 02/27/2019

Stochastically Rank-Regularized Tensor Regression Networks

Over-parametrization of deep neural networks has recently been shown to ...

83 Arinbjörn Kolbeinsson, et al. ∙

∙ 02/06/2019

Dynamic Pricing for Airline Ancillaries with Customer Context

Ancillaries have become a major source of revenue and profitability in t...

0 Naman Shukla, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world