Anna Sergeevna Bosman

26 papers B 5Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Restoring Neural Network Plasticity for Faster Transfer Learning.
CoRR
Xander Coetzer, Arné Schreuder, Anna Sergeevna Bosman
2025 J jnl
Balancing Complexity and Performance of Machine Learning Models for Avian Pests Sound Detection in Agricultural Environments.
IEEE Access
Micheline Kazeneza, Anna Sergeevna Bosman, Destiny Kwabla Amenyedzi, Damien Hanyurwimfura, Emmanuel Ndashimye, Anthony Vodacek
2025 J jnl
Online Meta-learning for AutoML in Real-time (OnMAR).
CoRR
Mia Gerber, Anna Sergeevna Bosman, Johan Pieter de Villiers
2024 J jnl
Distal Interference: Exploring the Limits of Model-Based Continual Learning.
CoRR
Heinrich van Deventer, Anna Sergeevna Bosman
2024 J jnl
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks.
CoRR
Reinhard Booysen, Anna Sergeevna Bosman
2024 J jnl
Multi-objective Evolutionary Neural Architecture Search for Recurrent Neural Networks.
Neural Process. Lett.
Reinhard Booysen, Anna Sergeevna Bosman
2023 J jnl
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise.
CoRR
Thamsanqa Mlotshwa, Heinrich van Deventer, Anna Sergeevna Bosman
2023 — conf
Empirical Loss Landscape Analysis of Neural Network Activation Functions.
GECCO Companion
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2023 J jnl
Empirical Loss Landscape Analysis of Neural Network Activation Functions.
CoRR
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2023 J jnl
Genetic Micro-Programs for Automated Software Testing with Large Path Coverage.
CoRR
Jarrod Goschen, Anna Sergeevna Bosman, Stefan Gruner
2023 — conf
Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes.
GECCO Companion
Isobel Bosman, Anna Sergeevna Bosman, Katherine Mary Malan
2022 — conf
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise.
SACAIR
Thamsanqa Mlotshwa, Heinrich van Deventer, Anna Sergeevna Bosman
2022 J jnl
Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models.
CoRR
Moseli Mots'oehli, Anna Sergeevna Bosman, Johan Pieter de Villiers
2020 B conf
Black-Box Saliency Map Generation Using Bayesian Optimisation.
IJCNN
Mamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman
2020 J jnl
Black-Box Saliency Map Generation Using Bayesian Optimisation.
CoRR
Mamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman
2020 B conf
Loss Surface Modality of Feed-Forward Neural Network Architectures.
IJCNN
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2020 J jnl
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions.
Neurocomputing
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2019 B conf
Evolutionary Neural Architecture Search for Image Restoration.
IJCNN
Gerard Jacques van Wyk, Anna Sergeevna Bosman
2019 J jnl
Loss Surface Modality of Feed-Forward Neural Network Architectures.
CoRR
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2019 B conf
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks.
IJCNN
Kevin Louis de Jong, Anna Sergeevna Bosman
2019 J jnl
Visualising Basins of Attraction for the Cross-Entropy and the Squared Error Neural Network Loss Functions.
CoRR
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2018 J jnl
Evolutionary Neural Architecture Search for Image Restoration.
CoRR
Gerard Jacques van Wyk, Anna Sergeevna Bosman
2018 — conf
Progressive gradient walk for neural network fitness landscape analysis.
GECCO (Companion)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
2018 J jnl
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks.
CoRR
Kevin Louis de Jong, Anna Sergeevna Bosman
2017 B conf
Characterising neutrality in neural network error landscapes.
CEC
Willem Abraham van Aardt, Anna Sergeevna Bosman, Katherine Mary Malan
2016 — conf
Search space boundaries in neural network error landscape analysis.
SSCI
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig