Antonio Vergari
University of California, Los Angeles
H-index: 21
North America-United States
Top articles of Antonio Vergari
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Does heart rate variability change over acute episodes of bipolar disorder? A Bayesian analysis. | Filippo Corponi Bryan M Li Gerard Anmella Clàudia Valenzuela-Pascual Isabella Pacchiarotti | 2024/3/25 | |
PIXAR: Auto-Regressive Language Modeling in Pixel Space | arXiv preprint arXiv:2401.03321 | Yintao Tai Xiyang Liao Alessandro Suglia Antonio Vergari | 2024/1/6 |
Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label Classification | Proceedings of the AAAI Conference on Artificial Intelligence | Andreas Grivas Antonio Vergari Adam Lopez | 2024/3/24 |
From mnist to imagenet and back: Benchmarking continual curriculum learning | Machine Learning | Kamil Faber Dominik Zurek Marcin Pietron Nathalie Japkowicz Antonio Vergari | 2024/4/22 |
Galerkin meets Laplace: Fast uncertainty estimation in neural PDEs | Christian Jimenez Beltran Antonio Vergari Aretha L Teckentrup Konstantinos C Zygalakis | 2024/3/3 | |
Probabilistic integral circuits | Gennaro Gala Cassio de Campos Robert Peharz Antonio Vergari Erik Quaeghebeur | 2024/4/18 | |
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts | arXiv preprint arXiv:2402.12240 | Emanuele Marconato Samuele Bortolotti Emile van Krieken Antonio Vergari Andrea Passerini | 2024/2/19 |
On the Independence Assumption in Neurosymbolic Learning | ICML 2024 | Emile van Krieken Pasquale Minervini Edoardo M Ponti Antonio Vergari | 2024/4/12 |
How to Turn Your Knowledge Graph Embeddings into Generative Models | Advances in Neural Information Processing Systems | Lorenzo Loconte Nicola Di Mauro Robert Peharz Antonio Vergari | 2024/2/13 |
Automated mood disorder symptoms monitoring from multivariate time-series sensory data: getting the full picture beyond a single number | Translational Psychiatry | Filippo Corponi Bryan M Li Gerard Anmella Ariadna Mas Isabella Pacchiarotti | 2024/3/26 |
Not all neuro-symbolic concepts are created equal: Analysis and mitigation of reasoning shortcuts | Advances in Neural Information Processing Systems | Emanuele Marconato Stefano Teso Antonio Vergari Andrea Passerini | 2024/2/13 |
Exploring digital biomarkers of illness activity in mood episodes: hypotheses generating and model development study | JMIR mHealth and uHealth | Gerard Anmella Filippo Corponi Bryan M Li Ariadna Mas Miriam Sanabra | 2023/5/4 |
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy Tasks | arXiv preprint arXiv:2305.19979 | Aryo Pradipta Gema Dominik Grabarczyk Wolf De Wulf Piyush Borole Javier Antonio Alfaro | 2023/5/31 |
Wearable data from subjects playing Super Mario, sitting university exams, or performing physical exercise help detect acute mood episodes via self-supervised learning | arXiv preprint arXiv:2311.04215 | Filippo Corponi Bryan M Li Gerard Anmella Clàudia Valenzuela-Pascual Ariadna Mas | 2023/11/7 |
Subtractive Mixture Models via Squaring: Representation and Learning | arXiv preprint arXiv:2310.00724 | Lorenzo Loconte Aleksanteri M Sladek Stefan Mengel Martin Trapp Arno Solin | 2023/10/1 |
Negative Mixture Models via Squaring: Representation and Learning | Lorenzo Loconte Stefan Mengel Nicolas Gillis Antonio Vergari | 2023/7/13 | |
Unifying and Understanding Overparameterized Circuit Representations via Low-Rank Tensor Decompositions | Antonio Mari Gennaro Vessio Antonio Vergari | 2023/7/13 | |
Strudel: A fast and accurate learner of structured-decomposable probabilistic circuits | International Journal of Approximate Reasoning | Meihua Dang Antonio Vergari Guy Van den Broeck | 2022/1/1 |
Recent Advancements in Tractable Probabilistic Inference (Dagstuhl Seminar 22161) | Priyank Jaini Kristian Kersting Antonio Vergari Max Welling | 2022 | |
Your Knowledge Graph Embeddings are Secretly Circuits and You Should Treat Them as Such | Lorenzo Loconte Nicola Di Mauro Robert Peharz Antonio Vergari | 2022 |
Co-Authors
