Steve Kroon

According to our database, Steve Kroon authored at least 23 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning.

Matthew Muller, Steve Kroon, Stephan K. Chalup

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Making Superhuman AI More Human in Chess.

Daniel Barrish, Steve Kroon, Brink van der Merwe

Proceedings of the Advances in Computer Games - 18th International Conference, 2023

2022

SIReN-VAE: Leveraging Flows and Amortized Inference for Bayesian Networks.

Jacobie Mouton, Steve Kroon

CoRR, 2022

Graphical Residual Flows.

Jacobie Mouton, Steve Kroon

CoRR, 2022

2021

Distributed Identification of Central Nodes with Less Communication.

Jordan F. Masakuna, Steve Kroon

CoRR, 2021

SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout Constraints.

Dirko Coetsee, Steve Kroon, McElory Hoffmann, Luc De Raedt

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

2020

On the expected behaviour of noise regularised deep neural networks as Gaussian processes.

Arnu Pretorius, Herman Kamper, Steve Kroon

Pattern Recognit. Lett., 2020

If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks.

Arnu Pretorius, Elan Van Biljon, Benjamin van Niekerk, Ryan Eloff, Matthew Reynard, Steven D. James, Benjamin Rosman, Herman Kamper, Steve Kroon

Pattern Recognit. Lett., 2020

Performance-Agnostic Fusion of Probabilistic Classifier Outputs.

Jordan F. Masakuna, Simukai W. Utete, Steve Kroon

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019

Stochastic Gradient Annealed Importance Sampling for Efficient Online Marginal Likelihood Estimation.

Scott A. Cameron, Hans C. Eggers, Steve Kroon

Entropy, 2019

Stabilising priors for robust Bayesian deep learning.

Felix McGregor, Arnu Pretorius, Johan A. du Preez, Steve Kroon

CoRR, 2019

A Coordinated Search Strategy for Multiple Solitary Robots: An Extension.

Jordan F. Masakuna, Simukai W. Utete, Steve Kroon

CoRR, 2019

A Coordinated Search Strategy for Solitary Robots.

Jordan F. Masakuna, Simukai W. Utete, Steve Kroon

Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

2018

Critical initialisation for deep signal propagation in noisy rectifier neural networks.

Arnu Pretorius, Elan Van Biljon, Steve Kroon, Herman Kamper

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning Dynamics of Linear Denoising Autoencoders.

Arnu Pretorius, Steve Kroon, Herman Kamper

Proceedings of the 35th International Conference on Machine Learning, 2018

2016

DSaaS - A Cloud Service for Persistent Data Structures.

Pierre Bernard le Roux, Steve Kroon, Willem Bester

Proceedings of the CLOSER 2016, 2016

2015

N-Gram Representations For Comment Filtering.

Dirk Brand, Steve Kroon, Brink van der Merwe, Loek G. Cleophas

Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, 2015

2014

Sample Evaluation for Action Selection in Monte Carlo Tree Search.

Dirk Brand, Steve Kroon

Proceedings of the Southern African Institute for Computer Scientist and Information Technologists Annual Conference 2014, 2014

2013

Binary jumbled string matching for highly run-length compressible texts.

Golnaz Badkobeh, Gabriele Fici, Steve Kroon, Zsuzsanna Lipták

Inf. Process. Lett., 2013

Decision Trees for Computer Go Features.

Francois van Niekerk, Steve Kroon

Proceedings of the Computer Games - Workshop on Computer Games, 2013

2012

Binary Jumbled String Matching: Faster Indexing in Less Space

Golnaz Badkobeh, Gabriele Fici, Steve Kroon, Zsuzsanna Lipták

CoRR, 2012

Unsupervised Construction of Topic-Based Twitter Lists.

Francois de Villiers, McElory Hoffmann, Steve Kroon

Proceedings of the 2012 International Conference on Privacy, 2012

Monte-Carlo tree search parallelisation for computer go.

Francois van Niekerk, Gert-Jan van Rooyen, Steve Kroon, Cornelia P. Inggs

Proceedings of the 2012 South African Institute of Computer Scientists and Information Technologists Conference, 2012