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CENTAUR AI INSTITUTE
About
Our Research
Latest in NSAI
Education
Tools & Jobs
Participate
Support Us
About
Our Research
Latest in NSAI
Education
Tools & Jobs
Participate
Support Us
Inferring the Invisible: Neuro-Symbolic Rule Discovery for Missing Value Imputation
Centaur Info 3/25/26 Centaur Info 3/25/26

Inferring the Invisible: Neuro-Symbolic Rule Discovery for Missing Value Imputation

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DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning
Centaur Info 3/25/26 Centaur Info 3/25/26

DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning

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Learning to Search from Demonstration Sequences
Centaur Info 3/25/26 Centaur Info 3/25/26

Learning to Search from Demonstration Sequences

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Logically Consistent Language Models via Neuro‑Symbolic Integration
Centaur Info 3/25/26 Centaur Info 3/25/26

Logically Consistent Language Models via Neuro‑Symbolic Integration

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Linearithmic Clean-up for Vector-Symbolic Key-Value Memory with Kroneker Rotation Products
Centaur Info 3/25/26 Centaur Info 3/25/26

Linearithmic Clean-up for Vector-Symbolic Key-Value Memory with Kroneker Rotation Products

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Neuro-Argumentative Learning with Case-Based Reasoning
Centaur Info 3/25/26 Centaur Info 3/25/26

Neuro-Argumentative Learning with Case-Based Reasoning

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Learning Symbolic Persistent Macro-Actions for POMDP Solving Over Time
Centaur Info 3/25/26 Centaur Info 3/25/26

Learning Symbolic Persistent Macro-Actions for POMDP Solving Over Time

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MC3G: Model Agnostic Causally Constrained Counterfactual Generation
Centaur Info 3/25/26 Centaur Info 3/25/26

MC3G: Model Agnostic Causally Constrained Counterfactual Generation

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From Semantics to Symbols: A Two-Stage Framework for Deconstructing LLM Reasoning into Concepts and Rules
Centaur Info 3/25/26 Centaur Info 3/25/26

From Semantics to Symbols: A Two-Stage Framework for Deconstructing LLM Reasoning into Concepts and Rules

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Interpretable Imitation Learning via Generative Adversarial STL Inference and Control
Centaur Info 3/25/26 Centaur Info 3/25/26

Interpretable Imitation Learning via Generative Adversarial STL Inference and Control

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Mining Causal Signal Temporal Logic Formulas for Efficient Reinforcement Learning with Temporally Extended Tasks
Centaur Info 3/25/26 Centaur Info 3/25/26

Mining Causal Signal Temporal Logic Formulas for Efficient Reinforcement Learning with Temporally Extended Tasks

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Taxonomic Networks: A Representation for Neuro-Symbolic Pairing
Centaur Info 3/25/26 Centaur Info 3/25/26

Taxonomic Networks: A Representation for Neuro-Symbolic Pairing

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Neurosymbolic Finite and Pushdown Automata: Improved Multimodal Reasoning versus Vision Language Models (VLMs)
Centaur Info 3/25/26 Centaur Info 3/25/26

Neurosymbolic Finite and Pushdown Automata: Improved Multimodal Reasoning versus Vision Language Models (VLMs)

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Specification-Guided Reinforcement Learning
Centaur Info 3/25/26 Centaur Info 3/25/26

Specification-Guided Reinforcement Learning

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Stochastic Neural Simulation Relations for Transferring Control under Uncertainty
Centaur Info 3/25/26 Centaur Info 3/25/26

Stochastic Neural Simulation Relations for Transferring Control under Uncertainty

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Logic Tensor Network-Enhanced Generative Adversarial Network
Centaur Info 3/25/26 Centaur Info 3/25/26

Logic Tensor Network-Enhanced Generative Adversarial Network

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BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
Centaur Info 3/25/26 Centaur Info 3/25/26

BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models

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Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
Centaur Info 3/25/26 Centaur Info 3/25/26

Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible

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Neuro-Symbolic Inverse Constrained Reinforcement Learning
Centaur Info 3/25/26 Centaur Info 3/25/26

Neuro-Symbolic Inverse Constrained Reinforcement Learning

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Embeddings as Probabilistic Equivalence in Logic Programs
Centaur Info 3/25/26 Centaur Info 3/25/26

Embeddings as Probabilistic Equivalence in Logic Programs

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