Antonio Vergari

Edinburgh College — United Kingdom

Computer Science · Physical Sciences

15h-index862citations110works1.32yr avg
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Research Topics

Bayesian Modeling and Causal Inference(28), Machine Learning and Data Classification(20), Topic Modeling(14), Machine Learning and Algorithms(14), Neural Networks and Applications(12)

Publications110 total

How to Square Tensor Networks and Circuits Without Squaring Them
ArXiv.org·2025Open Access
How to Square Tensor Networks and Circuits Without Squaring Them
arXiv (Cornell University)·2025Open Access
Fast and Expressive Multi-Token Prediction with Probabilistic Circuits
arXiv (Cornell University)·2025Open Access
Neurosymbolic Reasoning Shortcuts under the Independence Assumption
arXiv (Cornell University)·2025Open Access
Tractable Representation Learning with Probabilistic Circuits
arXiv (Cornell University)·2025Open Access
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
arXiv (Cornell University)·2025Open Access
Can interpretability and accuracy coexist in cancer survival analysis?
2025Open Access
Sum of Squares Circuits
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Scalable Expectation Estimation with Subtractive Mixture Models
arXiv (Cornell University)·2025Open Access
COPA: Comparing the incomparable in multi-objective model evaluation
arXiv (Cornell University)·2025Open Access
What can Large Language Models Capture about Code Functional Equivalence?
2025Open Access
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
2025Open Access
On Faster Marginalization with Squared Circuits via Orthonormalization
arXiv (Cornell University)·2024Open Access
Is Complex Query Answering Really Complex?
arXiv (Cornell University)·2024Open Access
A Bayesian analysis of heart rate variability changes over acute episodes of bipolar disorder
npj Mental Health Research·2024· 5 citedOpen Access
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
arXiv (Cornell University)·2024Open Access
Logically Consistent Language Models via Neuro-Symbolic Integration
arXiv (Cornell University)·2024· 2 citedOpen Access
Sum of Squares Circuits
arXiv (Cornell University)·2024Open Access
What can Large Language Models Capture about Code Functional Equivalence?
arXiv (Cornell University)·2024Open Access
Identifying digital biomarkers of illness activity and treatment response in bipolar disorder with a novel wearable device (TIMEBASE): protocol for a pragmatic observational clinical study
BJPsych Open·2024· 2 citedOpen Access
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Frequent Co-authors

Nicola Di Mauro(15), Guy Van den Broeck(13), Kristian Kersting(12), Robert Peharz(12), Alejandro Molina(11), Floriana Esposito(11), Karl Stelzner(10), Martin Trapp(5), Zoubin Ghahramani(5), Gerard Anmella(5), Filippo Corponi(5), Bryan M. Li(5), Eduard Vieta(5), Diego Hidalgo‐Mazzei(5), Teresa M. A. Basile(5), Stefano Teso(5), Xiaoting Shao(4), Ariadna Mas(4), Isabella Pacchiarotti(4), Marc Valentí(4)