Urs Köster

According to our database1, Urs Köster authored at least 13 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Scalable Spatiotemporal Prediction with Bayesian Neural Fields.
CoRR, 2024

2021
Pipelined Backpropagation at Scale: Training Large Models without Batches.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020
Adaptive Braking for Mitigating Gradient Delay.
CoRR, 2020

2019
Online Normalization for Training Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2014
Modeling Higher-Order Correlations within Cortical Microcolumns.
PLoS Comput. Biol., 2014

Low-dimensional models of neural population activity in sensory cortical circuits.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013
Modeling neural population data.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2010
A Two-Layer Model of Natural Stimuli Estimated with Score Matching.
Neural Comput., 2010

2009
Estimating Markov Random Field Potentials for Natural Images.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Learning Natural Image Structure with a Horizontal Product Model.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

2007
A Two-Layer ICA-Like Model Estimated by Score Matching.
Proceedings of the Artificial Neural Networks, 2007

2006
FastISA: A fast fixed-point algorithm for independent subspace analysis.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006


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