Dr Jean Honorio
Senior Lecturer in Machine Learning
School of Computing and Information Systems
107 Scholarly works
0 Projects
HIGHLIGHTS
2026
Book Chapter
Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment
DOI: 10.1007/978-3-032-37189-8_312026
Journal article
Community Detection: Exact Inference with Latent Variables in an Arbitrary Domain
DOI: 10.1109/tit.2026.37452722026
Conference Proceedings
Planning as Goal Recognition: Deriving Heuristics from Intention Models
DOI: 10.1609/icaps.v36i1.428322025
Conference Proceedings
An SDP Formulation for Minimizing p-th Order Controversy with Unknown Initial Opinions
DOI: 10.1007/978-3-031-82431-9_242025
Conference Proceedings
Partial Inference in Structured Prediction
DOI: 10.1109/ICASSP49660.2025.108896402025
Conference Proceedings
On Exact Solutions of the Inner Optimization Problem of Adversarial Robustness
DOI: 10.1109/ICASSP49660.2025.108907092025
Journal article
Learning Against Distributional Uncertainty: On the Trade-Off Between Robustness and Specificity
DOI: 10.1109/JSTSP.2025.3567002
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
A Novel General Framework for Sharp Lower Bounds in Succinct Stochastic Bandits
DOI: 10.52202/085713-08982024
Journal article
PyXAB - A Python Library for \mathcal{X}-Armed Bandit and Online Blackbox Optimization Algorithms
DOI: 10.21105/joss.065072024
Conference Proceedings
Federated X-armed Bandit
DOI: 10.1609/aaai.v38i12.29267