Gray, Alexander

1. Logical Neural Networks
   2020/06/23 by Ryan Riegel, Alexander Gray, Riegel, Ryan +27 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Neural Networks and Applications
2. Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
   2021/12/06 by Prithviraj Sen, Breno W. Carvalho, Sen, Prithviraj +5 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Neural Networks and Applications #Rough Sets and Fuzzy Logic #Symbolic Computation (cs.SC)
3. Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
   2020/12/03 by Pavan Kapanipathi, Kapanipathi, Pavan, Ibrahim Abdelaziz +57 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Foundations of Reasoning with Uncertainty via Real-valued Logics
   2020/08/06 by Ronald Fagin, Fagin, Ronald, Ryan Riegel +3 · 2 citations
   Computer Science · #Advanced Algebra and Logic #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Logic in Computer Science (cs.LO) #Rough Sets and Fuzzy Logic
5. Stochastic Smoothing for Nonsmooth Minimizations: Accelerating SGD by Exploiting Structure
   2012/05/21 by Hua Ouyang, Ouyang, Hua, Alexander Gray +1 · 2 citations
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Complexity and Algorithms in Graphs
6. Reinforcement Learning with External Knowledge by using Logical Neural Networks
   2021/03/03 by Kimura, Daiki, Chaudhury, Subhajit, Wachi, Akifumi +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
7. Neuro-Symbolic Reinforcement Learning with First-Order Logic
   2021/10/21 by Daiki Kimura, Masaki Ono, Kimura, Daiki +15 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
8. A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases
   2022/01/15 by Sumit Neelam, Neelam, Sumit, Udit Sharma +47 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
9. Compositional Program Generation for Few-Shot Systematic Generalization
   2023/09/28 by Klinger, Tim, Liu, Luke, Dan, Soham +3 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. UPAL: Unbiased Pool Based Active Learning
    2011/11/08 by Ravi Ganti, Ganti, Ravi, Alexander Gray +1 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
11. SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases
    2021/09/28 by Neelam, Sumit, Sharma, Udit, Karanam, Hima +21 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. Bilevel Learning for Bilevel Planning
    2025/02/12 by Bowen Li, Li, Bowen, Tom Silver +5 · 6 citations
    Engineering · #FOS: Computer and information sciences #Robotics (cs.RO) #Water resources management and optimization
13. MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
    2023/06/18 by Keerthiram Murugesan, Murugesan, Keerthiram, Sarathkrishna Swaminathan +21 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
14. Few-shot Policy (de)composition in Conversational Question Answering
    2025/01/20 by Kyle Erwin, Guy Axelrod, Erwin, Kyle +19 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
15. A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making
    2024/02/21 by Chitra Subramanian, Subramanian, Chitra, Miao Liu +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #I.2.6 #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
16. Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanations
    2024/10/10 by S. Carrow, Kyle Erwin, Carrow, Stephen +13 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling