Anna Sergeevna Bosman

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Unsupervised Change Detection

Neural Architecture

Fitness Landscape

Top Venues

GECCO Companion

GECCO (Companion)

Publications

Reinhard Booysen, Anna Sergeevna Bosman
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks. CoRR (2024)
Heinrich van Deventer, Anna Sergeevna Bosman
Distal Interference: Exploring the Limits of Model-Based Continual Learning. CoRR (2024)
Reinhard Booysen, Anna Sergeevna Bosman
Multi-objective Evolutionary Neural Architecture Search for Recurrent Neural Networks. Neural Process. Lett. 56 (4) (2024)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Empirical Loss Landscape Analysis of Neural Network Activation Functions. GECCO Companion (2023)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Empirical Loss Landscape Analysis of Neural Network Activation Functions. CoRR (2023)
Thamsanqa Mlotshwa, Heinrich van Deventer, Anna Sergeevna Bosman
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise. CoRR (2023)
Isobel Bosman, Anna Sergeevna Bosman, Katherine Mary Malan
Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes. GECCO Companion (2023)
Jarrod Goschen, Anna Sergeevna Bosman, Stefan Gruner
Genetic Micro-Programs for Automated Software Testing with Large Path Coverage. CoRR (2023)
Thamsanqa Mlotshwa, Heinrich van Deventer, Anna Sergeevna Bosman
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise. SACAIR (2022)
Moseli Mots'oehli, Anna Sergeevna Bosman, Johan Pieter de Villiers
Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models. CoRR (2022)
Mamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman
Black-Box Saliency Map Generation Using Bayesian Optimisation. IJCNN (2020)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions. Neurocomputing 400 (2020)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Loss Surface Modality of Feed-Forward Neural Network Architectures. IJCNN (2020)
Mamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman
Black-Box Saliency Map Generation Using Bayesian Optimisation. CoRR (2020)
Kevin Louis de Jong, Anna Sergeevna Bosman
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks. IJCNN (2019)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Loss Surface Modality of Feed-Forward Neural Network Architectures. CoRR (2019)
Gerard Jacques van Wyk, Anna Sergeevna Bosman
Evolutionary Neural Architecture Search for Image Restoration. IJCNN (2019)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Visualising Basins of Attraction for the Cross-Entropy and the Squared Error Neural Network Loss Functions. CoRR (2019)
Kevin Louis de Jong, Anna Sergeevna Bosman
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks. CoRR (2018)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Progressive gradient walk for neural network fitness landscape analysis. GECCO (Companion) (2018)
Gerard Jacques van Wyk, Anna Sergeevna Bosman
Evolutionary Neural Architecture Search for Image Restoration. CoRR (2018)
Willem Abraham van Aardt, Anna Sergeevna Bosman, Katherine Mary Malan
Characterising neutrality in neural network error landscapes. CEC (2017)
Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig
Search space boundaries in neural network error landscape analysis. SSCI (2016)