Luca Bortolussi
6 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Core AI
(4)
Models
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Methods
(1)
Optimization
(1)
Keywords
diffusion model
(2)
deep reinforcement learning
(1)
zero-shot learning
(1)
variational inference
(1)
multimodal learning
(1)
conditional generation
(1)
flow matching
(1)
intrinsic dimensionality
(1)
tractable inference
(1)
hamiltonian monte carlo
(1)
adversarial attack
(1)
latent representation
(1)
traveling salesman problem
(1)
foreign key
(1)
probabilistic circuit
(1)
bayesian neural network
(1)
data synthesis
(1)
score-based model
(1)
score-based diffusion
(1)
beam search
(1)
Papers
A Sobering Look at Tabular Data Generation via Probabilistic Circuits
UAI 2026
Graph-Conditional Flow Matching for Relational Data Generation
AAAI 2026
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations
ICLR 2025
Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation
AAAI 2025
Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints
AAAI 2025
Robustness of Bayesian Neural Networks to Gradient-Based Attacks
NeurIPS 2020