Steve Kroon

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 22

Top Topics

Search Strategy

Gaussian Processes

Action Selection

Top Venues

Pattern Recognit. Lett.

Publications

Daniel Barrish, Steve Kroon, Brink van der Merwe
Making Superhuman AI More Human in Chess. ACG (2023)
Matthew Muller, Steve Kroon, Stephan K. Chalup
Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning. ICONIP (9) (2023)
Jacobie Mouton, Steve Kroon
SIReN-VAE: Leveraging Flows and Amortized Inference for Bayesian Networks. CoRR (2022)
Jacobie Mouton, Steve Kroon
Graphical Residual Flows. CoRR (2022)
Jordan F. Masakuna, Steve Kroon
Distributed Identification of Central Nodes with Less Communication. CoRR (2021)
Dirko Coetsee, Steve Kroon, McElory Hoffmann, Luc De Raedt
SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout Constraints. IDA (2021)
Arnu Pretorius, Herman Kamper, Steve Kroon
On the expected behaviour of noise regularised deep neural networks as Gaussian processes. Pattern Recognit. Lett. 138 (2020)
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
Performance-Agnostic Fusion of Probabilistic Classifier Outputs. FUSION (2020)
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
Performance-Agnostic Fusion of Probabilistic Classifier Outputs. CoRR (2020)
Arnu Pretorius, Elan Van Biljon, Benjamin van Niekerk, Ryan Eloff, Matthew Reynard, Steven D. James, Benjamin Rosman, Herman Kamper, Steve Kroon
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks. Pattern Recognit. Lett. 138 (2020)
Scott A. Cameron, Hans C. Eggers, Steve Kroon
Stochastic Gradient Annealed Importance Sampling for Efficient Online Marginal Likelihood Estimation. CoRR (2019)
Scott A. Cameron, Hans C. Eggers, Steve Kroon
Stochastic Gradient Annealed Importance Sampling for Efficient Online Marginal Likelihood Estimation. Entropy 21 (11) (2019)
Felix McGregor, Arnu Pretorius, Johan A. du Preez, Steve Kroon
Stabilising priors for robust Bayesian deep learning. CoRR (2019)
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
A Coordinated Search Strategy for Solitary Robots. IRC (2019)
Arnu Pretorius, Herman Kamper, Steve Kroon
On the expected behaviour of noise regularised deep neural networks as Gaussian processes. CoRR (2019)
Arnu Pretorius, Elan Van Biljon, Benjamin van Niekerk, Ryan Eloff, Matthew Reynard, Steven D. James, Benjamin Rosman, Herman Kamper, Steve Kroon
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks. CoRR (2019)
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
A Coordinated Search Strategy for Multiple Solitary Robots: An Extension. CoRR (2019)
Arnu Pretorius, Elan Van Biljon, Steve Kroon, Herman Kamper
Critical initialisation for deep signal propagation in noisy rectifier neural networks. CoRR (2018)
Arnu Pretorius, Elan Van Biljon, Steve Kroon, Herman Kamper
Critical initialisation for deep signal propagation in noisy rectifier neural networks. NeurIPS (2018)
Arnu Pretorius, Steve Kroon, Herman Kamper
Learning Dynamics of Linear Denoising Autoencoders. CoRR (2018)
Arnu Pretorius, Steve Kroon, Herman Kamper
Learning Dynamics of Linear Denoising Autoencoders. ICML (2018)
Pierre Bernard le Roux, Steve Kroon, Willem Bester
DSaaS - A Cloud Service for Persistent Data Structures. CLOSER (1) (2016)
Dirk Brand, Steve Kroon, Brink van der Merwe, Loek G. Cleophas
N-Gram Representations For Comment Filtering. SAICSIT (2015)
Dirk Brand, Steve Kroon
Sample Evaluation for Action Selection in Monte Carlo Tree Search. SAICSIT (2014)
Golnaz Badkobeh, Gabriele Fici, Steve Kroon, Zsuzsanna Lipták
Binary jumbled string matching for highly run-length compressible texts. Inf. Process. Lett. 113 (17) (2013)
Francois van Niekerk, Steve Kroon
Decision Trees for Computer Go Features. CGW@IJCAI (2013)
Francois van Niekerk, Gert-Jan van Rooyen, Steve Kroon, Cornelia P. Inggs
Monte-Carlo tree search parallelisation for computer go. SAICSIT (2012)
Golnaz Badkobeh, Gabriele Fici, Steve Kroon, Zsuzsanna Lipták
Binary Jumbled String Matching: Faster Indexing in Less Space CoRR (2012)
Francois de Villiers, McElory Hoffmann, Steve Kroon
Unsupervised Construction of Topic-Based Twitter Lists. SocialCom/PASSAT (2012)