Logic Tensor Network-Enhanced Generative Adversarial Network
Fuente:
arXiv
Saved in:
| Main Authors: | Upreti, Nijesh, Belle, Vaishak |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neuro-symbolic Weak Supervision: Theory and Semantics
by: Upreti, Nijesh, et al.
Published: (2025)
by: Upreti, Nijesh, et al.
Published: (2025)
Satisfiability Modulo Theory Meets Inductive Logic Programming
by: Upreti, Nijesh, et al.
Published: (2025)
by: Upreti, Nijesh, et al.
Published: (2025)
Counterfactual Explanations as Plans
by: Belle, Vaishak
Published: (2025)
by: Belle, Vaishak
Published: (2025)
An Algebraic Framework for Hierarchical Probabilistic Abstraction
by: Upreti, Nijesh, et al.
Published: (2025)
by: Upreti, Nijesh, et al.
Published: (2025)
Propositional Abduction via Only-Knowing: A Non-Monotonic Approach
by: Molick, Sanderson, et al.
Published: (2026)
by: Molick, Sanderson, et al.
Published: (2026)
Semantic Objective Functions: A distribution-aware method for adding logical constraints in deep learning
by: Mendez-Lucero, Miguel Angel, et al.
Published: (2024)
by: Mendez-Lucero, Miguel Angel, et al.
Published: (2024)
Integrating LTL Constraints into PPO for Safe Reinforcement Learning
by: Zhang, Maifang, et al.
Published: (2026)
by: Zhang, Maifang, et al.
Published: (2026)
Neural Logic Networks for Interpretable Classification
by: Perreault, Vincent, et al.
Published: (2025)
by: Perreault, Vincent, et al.
Published: (2025)
Regional, Lattice and Logical Representations of Neural Networks
by: Preto, Sandro, et al.
Published: (2025)
by: Preto, Sandro, et al.
Published: (2025)
Towards Developing Ethical Reasoners: Integrating Probabilistic Reasoning and Decision-Making for Complex AI Systems
by: Upreti, Nijesh, et al.
Published: (2025)
by: Upreti, Nijesh, et al.
Published: (2025)
Comparing Neural Network Encodings for Logic-based Explainability
by: Carvalho, Levi Cordeiro, et al.
Published: (2025)
by: Carvalho, Levi Cordeiro, et al.
Published: (2025)
Polynomial Surrogate Training for Differentiable Ternary Logic Gate Networks
by: Damera, Sai Sandeep, et al.
Published: (2026)
by: Damera, Sai Sandeep, et al.
Published: (2026)
On the Stability and Realizability of Recurrent Polynomial Surrogate Ternary Logic Gate Networks
by: Damera, Sai Sandeep, et al.
Published: (2026)
by: Damera, Sai Sandeep, et al.
Published: (2026)
Extracting Formulae in Many-Valued Logic from Deep Neural Networks
by: Zhang, Yani, et al.
Published: (2024)
by: Zhang, Yani, et al.
Published: (2024)
A Logic for Reasoning About Aggregate-Combine Graph Neural Networks
by: Nunn, Pierre, et al.
Published: (2024)
by: Nunn, Pierre, et al.
Published: (2024)
Formally Verified Neurosymbolic Trajectory Learning via Tensor-based Linear Temporal Logic on Finite Traces
by: Chevallier, Mark, et al.
Published: (2025)
by: Chevallier, Mark, et al.
Published: (2025)
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus
by: Morishita, Terufumi, et al.
Published: (2024)
by: Morishita, Terufumi, et al.
Published: (2024)
Triadic Concept Analysis for Logic Interpretation of Simple Artificial Networks
by: Schmitt, Ingo
Published: (2026)
by: Schmitt, Ingo
Published: (2026)
The Logical Expressiveness of Temporal GNNs via Two-Dimensional Product Logics
by: Sälzer, Marco, et al.
Published: (2025)
by: Sälzer, Marco, et al.
Published: (2025)
Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach
by: Meli, Daniele, et al.
Published: (2024)
by: Meli, Daniele, et al.
Published: (2024)
Provably Safe Neural Network Controllers via Differential Dynamic Logic
by: Teuber, Samuel, et al.
Published: (2024)
by: Teuber, Samuel, et al.
Published: (2024)
Dual Box Embeddings for the Description Logic EL++
by: Jackermeier, Mathias, et al.
Published: (2023)
by: Jackermeier, Mathias, et al.
Published: (2023)
Temporal Inductive Logic Reasoning over Hypergraphs
by: Yang, Yuan, et al.
Published: (2022)
by: Yang, Yuan, et al.
Published: (2022)
Learning Concepts Definable in First-Order Logic with Counting
by: van Bergerem, Steffen
Published: (2019)
by: van Bergerem, Steffen
Published: (2019)
Hypergraph Neural Networks Accelerate MUS Enumeration
by: Ijima, Hiroya, et al.
Published: (2026)
by: Ijima, Hiroya, et al.
Published: (2026)
Efficient Certified Reasoning for Binarized Neural Networks
by: Yang, Jiong, et al.
Published: (2025)
by: Yang, Jiong, et al.
Published: (2025)
From Circuit Evidence to Mechanistic Theory: An Inductive Logic Approach
by: Aljaafari, Nura, et al.
Published: (2026)
by: Aljaafari, Nura, et al.
Published: (2026)
Logic of Hypotheses: from Zero to Full Knowledge in Neurosymbolic Integration
by: Bizzaro, Davide, et al.
Published: (2025)
by: Bizzaro, Davide, et al.
Published: (2025)
Reduced Implication-bias Logic Loss for Neuro-Symbolic Learning
by: He, Haoyuan, et al.
Published: (2022)
by: He, Haoyuan, et al.
Published: (2022)
Can Transformers Reason Logically? A Study in SAT Solving
by: Pan, Leyan, et al.
Published: (2024)
by: Pan, Leyan, et al.
Published: (2024)
GLIDR: Graph-Like Inductive Logic Programming with Differentiable Reasoning
by: Johnson, Blair, et al.
Published: (2025)
by: Johnson, Blair, et al.
Published: (2025)
Learning Temporal Logic Predicates from Data with Statistical Guarantees
by: Soroka, Emi, et al.
Published: (2024)
by: Soroka, Emi, et al.
Published: (2024)
Multitask Kernel-based Learning with First-Order Logic Constraints
by: Diligenti, Michelangelo, et al.
Published: (2023)
by: Diligenti, Michelangelo, et al.
Published: (2023)
Conditional Logical Message Passing Transformer for Complex Query Answering
by: Zhang, Chongzhi, et al.
Published: (2024)
by: Zhang, Chongzhi, et al.
Published: (2024)
Scaling the Explanation of Multi-Class Bayesian Network Classifiers
by: Zhang, Yaofang, et al.
Published: (2026)
by: Zhang, Yaofang, et al.
Published: (2026)
A Foundational Theory of Quantitative Abstraction: Adjunctions, Duality, and Logic for Probabilistic Systems
by: Anwer, Nivar, et al.
Published: (2025)
by: Anwer, Nivar, et al.
Published: (2025)
Machine Learning Model Integration with Open World Temporal Logic for Process Automation
by: Aditya, Dyuman, et al.
Published: (2025)
by: Aditya, Dyuman, et al.
Published: (2025)
SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMs
by: Zhao, Yanxiao, et al.
Published: (2025)
by: Zhao, Yanxiao, et al.
Published: (2025)
ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor for Inductive Logic Programming
by: Sharifi, Iman, et al.
Published: (2026)
by: Sharifi, Iman, et al.
Published: (2026)
Verified SHAP: Provable Bounds for Exact Shapley Values of Neural Networks
by: Boetius, David, et al.
Published: (2026)
by: Boetius, David, et al.
Published: (2026)
Similar Items
-
Neuro-symbolic Weak Supervision: Theory and Semantics
by: Upreti, Nijesh, et al.
Published: (2025) -
Satisfiability Modulo Theory Meets Inductive Logic Programming
by: Upreti, Nijesh, et al.
Published: (2025) -
Counterfactual Explanations as Plans
by: Belle, Vaishak
Published: (2025) -
An Algebraic Framework for Hierarchical Probabilistic Abstraction
by: Upreti, Nijesh, et al.
Published: (2025) -
Propositional Abduction via Only-Knowing: A Non-Monotonic Approach
by: Molick, Sanderson, et al.
Published: (2026)