Pauline Bourigault

PhD student, Imperial College London

Joined

October 2023

Names

Pauline Bourigault (Preferred)

Emails

****@imperial.ac.uk (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Imperial College London (ic.ac.uk)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Danilo Mandic

2022 – Present

Expertise

No areas of expertise listed

Publications

When Aggregation Fails: From PAC-Bayes Theory to Practical Selection for Conformal Prediction
Pauline Bourigault, Danilo Mandic
- Submitted to ICLR 2026
- Readers: Everyone
Information-Geometric Neural Granger Causality
Pauline Bourigault, Danilo Mandic
- HiLD at ICML 2025 Poster
- Readers: Everyone
Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning
Haiming Wang, Mert Unsal, Xiaohan Lin, Mantas Baksys, Junqi Liu, Marco Dos Santos, Flood Sung, Marina Vinyes, Zhenzhe Ying, Zekai Zhu, Jianqiao Lu, Hugues de Saxcé, Bolton Bailey, Chendong Song, Chenjun Xiao, Dehao Zhang, Ebony Zhang, Frederick Pu, Han Zhu, Jiawei Liu et al. (20 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Kernel-Based Anomaly Detection Using Generalized Hyperbolic Processes
Pauline Bourigault, Danilo P. Mandic
- ICASSP 2025
- Readers: Everyone
Quaternion Recurrent Neural Network with Real-Time Recurrent Learning and Maximum Correntropy Criterion
Pauline Bourigault, Dongpo Xu, Danilo P. Mandic
- IJCNN 2024
- Readers: Everyone
Multi-Modal Information Bottleneck Attribution with Cross-Attention Guidance
Pauline Bourigault, Emmanuelle Bourigault, Danilo P. Mandic
- BMVC 2024
- Readers: Everyone
MVDiff: Scalable and Flexible Multi-view Diffusion for 3D Object Reconstruction from Single-View
Emmanuelle Bourigault, Pauline Bourigault
- CVPR Workshops 2024
- Readers: Everyone
The HR-Calculus: Enabling Information Processing with Quaternion Algebra
Danilo P. Mandic, Sayed Pouria Talebi, Clive Cheong Took, Yili Xia, Dongpo Xu, Min Xiang, Pauline Bourigault
- CoRR 2023
- Readers: Everyone
Convex Quaternion Optimization for Signal Processing: Theory and Applications
Shuning Sun, Qiankun Diao, Dongpo Xu, Pauline Bourigault, Danilo P. Mandic
- CoRR 2023
- Readers: Everyone

Co-Authors

View all 49 co-authors