David M. Budden

Affiliations:
  • Massachusetts Institute of Technology, CSAIL, Cambridge, MA, USA
  • University of Melbourne, Systems Biology Laboratory, VIC, Australia
  • University of Newcastle, School of Electrical Engineering and Computer Science, NSW, Australia


According to our database1, David M. Budden authored at least 25 papers between 2012 and 2018.

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Timeline

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Bibliography

2018
Generative Compression.
Proceedings of the 2018 Picture Coding Symposium, 2018

2017
Cautionary Tales of Inapproximability.
J. Comput. Biol., 2017

Toward Streaming Synapse Detection with Compositional ConvNets.
CoRR, 2017

A Multicore Path to Connectomics-on-Demand.
Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

Deep Tensor Convolution on Multicores.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Addressing the non-functional requirements of computer vision systems: a case study.
Mach. Vis. Appl., 2016

A Multi-Pass Approach to Large-Scale Connectomics.
CoRR, 2016

Information theoretic approaches for inference of biological networks from continuous-valued data.
BMC Syst. Biol., 2016

Distributed gene expression modelling for exploring variability in epigenetic function.
BMC Bioinform., 2016

2015
FlexDM: Simple, parallel and fault-tolerant data mining using WEKA.
Source Code Biol. Medicine, 2015

RoboCup Simulation Leagues: Enabling Replicable and Robust Investigation of Complex Robotic Systems.
IEEE Robotics Autom. Mag., 2015

Gene expression modelling across multiple cell-lines with MapReduce.
CoRR, 2015

NAIL, a software toolset for inferring, analyzing and visualizing regulatory networks.
Bioinform., 2015

Virtual Reference Environments: a simple way to make research reproducible.
Briefings Bioinform., 2015

Predictive modelling of gene expression from transcriptional regulatory elements.
Briefings Bioinform., 2015

2014
FlexDM: Enabling robust and reliable parallel data mining using WEKA.
CoRR, 2014

Simulation leagues: Enabling replicable and robust investigation of complex robotic systems.
CoRR, 2014

Simulation Leagues: Analysis of Competition Formats.
Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014

2013
RANSAC: Identification of Higher-Order Geometric Features and Applications in Humanoid Robot Soccer.
CoRR, 2013

Motivated Reinforcement Learning for Improved Head Actuation of Humanoid Robots.
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

Improved Particle Filtering for Pseudo-Uniform Belief Distributions in Robot Localisation.
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

Unsupervised Recognition of Salient Colour for Real-Time Image Processing.
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

NUbugger: A Visual Real-Time Robot Debugging System.
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

2012
Evaluation of Colour Models for Computer Vision Using Cluster Validation Techniques.
Proceedings of the RoboCup 2012: Robot Soccer World Cup XVI [papers from the 16th Annual RoboCup International Symposium, 2012

A Novel Approach to Ball Detection for Humanoid Robot Soccer.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012


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