Steve Kroon

32 papers A* 2A 1B 1C 1Journal 17Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Tadmo: A tabular distance measure with move operations.
Pattern Recognit. Lett.
Dirko Coetsee, Steve Kroon, Ralf Kistner, Adem Kikaj, McElory Hoffmann, Luc De Raedt
2025 A conf
TABIA: A Language to Transform, Combine, and Reason over Semi-Structured Tabular Data.
ECAI
Dirko Coetsee, Steve Kroon, McElory Hoffmann, Luc De Raedt
2024 — conf
On Fairly Comparing Group Equivariant Networks.
GRaM
Lucas Roos, Steve Kroon
2023 — conf
Making Superhuman AI More Human in Chess.
ACG
Daniel Barrish, Steve Kroon, Brink van der Merwe
2023 — conf
Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning.
ICONIP (9)
Matthew Muller, Steve Kroon, Stephan K. Chalup
2022 J jnl
Graphical Residual Flows.
CoRR
Jacobie Mouton, Steve Kroon
2022 J jnl
SIReN-VAE: Leveraging Flows and Amortized Inference for Bayesian Networks.
CoRR
Jacobie Mouton, Steve Kroon
2021 J jnl
Distributed Identification of Central Nodes with Less Communication.
CoRR
Jordan F. Masakuna, Steve Kroon
2021 B conf
SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout Constraints.
IDA
Dirko Coetsee, Steve Kroon, McElory Hoffmann, Luc De Raedt
2020 J jnl
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks.
Pattern Recognit. Lett.
Arnu Pretorius, Elan Van Biljon, Benjamin van Niekerk, Ryan Eloff, Matthew Reynard, Steven James, Benjamin Rosman, Herman Kamper, Steve Kroon
2020 J jnl
On the expected behaviour of noise regularised deep neural networks as Gaussian processes.
Pattern Recognit. Lett.
Arnu Pretorius, Herman Kamper, Steve Kroon
2020 C conf
Performance-Agnostic Fusion of Probabilistic Classifier Outputs.
FUSION
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
2020 J jnl
Performance-Agnostic Fusion of Probabilistic Classifier Outputs.
CoRR
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
2019 J jnl
A Coordinated Search Strategy for Multiple Solitary Robots: An Extension.
CoRR
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
2019 — conf
A Coordinated Search Strategy for Solitary Robots.
IRC
Jordan F. Masakuna, Simukai W. Utete, Steve Kroon
2019 J jnl
If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks.
CoRR
Arnu Pretorius, Elan Van Biljon, Benjamin van Niekerk, Ryan Eloff, Matthew Reynard, Steven James, Benjamin Rosman, Herman Kamper, Steve Kroon
2019 J jnl
On the expected behaviour of noise regularised deep neural networks as Gaussian processes.
CoRR
Arnu Pretorius, Herman Kamper, Steve Kroon
2019 J jnl
Stabilising priors for robust Bayesian deep learning.
CoRR
Felix McGregor, Arnu Pretorius, Johan A. du Preez, Steve Kroon
2019 J jnl
Stochastic Gradient Annealed Importance Sampling for Efficient Online Marginal Likelihood Estimation.
CoRR
Scott A. Cameron, Hans C. Eggers, Steve Kroon
2019 J jnl
Stochastic Gradient Annealed Importance Sampling for Efficient Online Marginal Likelihood Estimation.
Entropy
Scott A. Cameron, Hans C. Eggers, Steve Kroon
2018 A* conf
Critical initialisation for deep signal propagation in noisy rectifier neural networks.
NeurIPS
Arnu Pretorius, Elan Van Biljon, Steve Kroon, Herman Kamper
2018 J jnl
Critical initialisation for deep signal propagation in noisy rectifier neural networks.
CoRR
Arnu Pretorius, Elan Van Biljon, Steve Kroon, Herman Kamper
2018 A* conf
Learning Dynamics of Linear Denoising Autoencoders.
ICML
Arnu Pretorius, Steve Kroon, Herman Kamper
2018 J jnl
Learning Dynamics of Linear Denoising Autoencoders.
CoRR
Arnu Pretorius, Steve Kroon, Herman Kamper
2016 — conf
DSaaS - A Cloud Service for Persistent Data Structures.
CLOSER (1)
Pierre Bernard le Roux, Steve Kroon, Willem Bester
2015 — conf
N-Gram Representations For Comment Filtering.
SAICSIT
Dirk Brand, Steve Kroon, Brink van der Merwe, Loek G. Cleophas
2014 — conf
Sample Evaluation for Action Selection in Monte Carlo Tree Search.
SAICSIT
Dirk Brand, Steve Kroon
2013 J jnl
Binary jumbled string matching for highly run-length compressible texts.
Inf. Process. Lett.
Golnaz Badkobeh, Gabriele Fici, Steve Kroon, Zsuzsanna Lipták
2013 — conf
Decision Trees for Computer Go Features.
CGW@IJCAI
Francois van Niekerk, Steve Kroon
2012 J jnl
Binary Jumbled String Matching: Faster Indexing in Less Space
CoRR
Golnaz Badkobeh, Gabriele Fici, Steve Kroon, Zsuzsanna Lipták
2012 — conf
Monte-Carlo tree search parallelisation for computer go.
SAICSIT
Francois van Niekerk, Gert-Jan van Rooyen, Steve Kroon, Cornelia P. Inggs
2012 — conf
Unsupervised Construction of Topic-Based Twitter Lists.
SocialCom/PASSAT
Francois de Villiers, McElory Hoffmann, Steve Kroon