IRC-safe Graph Autoencoder for an unsupervised anomaly detection. - Oliver Atkinson; Akanksha Bhardwaj; Christoph Englert; Partha Konar; Vishal S. Ngairangbam; Michael Spannowsky (CoRR, 2022)

IRC-Safe Graph Autoencoder for Unsupervised Anomaly Detection. - Oliver Atkinson; Akanksha Bhardwaj; Christoph Englert; Partha Konar; Vishal S. Ngairangbam; Michael Spannowsky (Frontiers Artif. Intell., 2022)

Optimal Symmetries in Binary Classification. - Vishal S. Ngairangbam; Michael Spannowsky (CoRR, 2024)

Optimal equivariant architectures from the symmetries of matrix-element likelihoods. - Daniel Maître; Vishal S. Ngairangbam; Michael Spannowsky (Mach. Learn. Sci. Technol., 2025)

Enhancing anomaly detection with topology-aware autoencoders. - Vishal S. Ngairangbam; Blazej Rozwoda; Kazuki Sakurai; Michael Spannowsky (CoRR, 2025)

Improved Ground State Estimation in Quantum Field Theories via Normalising Flow-Assisted Neural Quantum States. - Vishal S. Ngairangbam; Michael Spannowsky; Timur Sypchenko (CoRR, 2025)