Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains

15 June 2020

Papers citing "Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains"

18 / 18 papers shown

Title
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 253 8 0 23 Mar 2025
Towards Developing Ethical Reasoners: Integrating Probabilistic Reasoning and Decision-Making for Complex AI SystemsInternational Conference on Agents and Artificial Intelligence (ICAART), 2025 Nijesh Upreti Jessica Ciupa Vaishak Belle 144 0 0 28 Feb 2025
Neurosymbolic Graph Enrichment for Grounded World ModelsInformation Processing & Management (IPM), 2024 S. D. Giorgis Aldo Gangemi Alessandro Russo NAI 181 5 0 19 Nov 2024
Semantic Objective Functions: A distribution-aware method for adding logical constraints in deep learningInternational Conference on Agents and Artificial Intelligence (ICAART), 2024 Miguel Ángel Méndez Lucero Enrique Bojorquez Gallardo Vaishak Belle 106 1 0 03 May 2024
Neural-Symbolic VideoQA: Learning Compositional Spatio-Temporal Reasoning for Real-world Video Question Answering Lili Liang Guanglu Sun Jin Qiu Lizhong Zhang NAI 141 5 0 05 Apr 2024
Graph Agent: Explicit Reasoning Agent for Graphs Qinyong Wang Zhenxiang Gao Rong Xu AI4CE 84 10 0 25 Oct 2023
A Novel Neural-symbolic System under Statistical Relational Learning Dongran Yu Xueyan Liu Shirui Pan Anchen Li Bo Yang AI4CE NAI 197 3 0 16 Sep 2023
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, RepeatInternational Conference on Machine Learning (ICML), 2023 Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich MoE 144 14 0 07 Jul 2023
Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning ApproachTransportation Research Record (TRR), 2023 Iman Sharifi M. Yildirim Saber Fallah 233 8 0 03 Jul 2023
Tackling Shortcut Learning in Deep Neural Networks: An Iterative Approach with Interpretable Models Shantanu Ghosh K. Yu Forough Arabshahi Kayhan Batmanghelich 417 3 0 20 Feb 2023
Movement Analytics: Current Status, Application to Manufacturing, and Future Prospects from an AI Perspective Peter Baumgartner Daniel V. Smith Mashud Rana Reena Kapoor Elena Tartaglia A. Schutt Ashfaqur Rahman John Taylor S. Dunstall 131 4 0 04 Oct 2022
Machine Learning Methods in Solving the Boolean Satisfiability ProblemMachine Intelligence Research (MIR), 2022 Wenxuan Guo Junchi Yan Hui-Ling Zhen Xijun Li Mingxuan Yuan Yaohui Jin NAI 106 42 0 02 Mar 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 180 78 0 24 Feb 2022
Differentiable Rule Induction with Learned Relational FeaturesInternational Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2022 R. Kusters Yusik Kim Marine Collery C. Marie Shubham Gupta 101 16 0 17 Jan 2022
Syntactic Requirements for Well-defined Hybrid Probabilistic Logic Programs Damiano Azzolini Fabrizio Riguzzi 125 3 0 17 Sep 2021
Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning Kwwabena Nuamah 104 6 0 16 Sep 2021
Logic Guided Genetic Algorithms D. Ashok Joseph Scott Zakaria Patel Maysum Panju Vijay Ganesh 145 14 0 21 Oct 2020
Logic, Probability and Action: A Situation Calculus Perspective Vaishak Belle LRM 185 3 0 17 Jun 2020