Publications

301 results for Neuro-symbolic AI

Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description
- - Ruixuan Yan
  - Tengfei Ma
  - et al.
- 2022
- ICDM 2022
Logical Credal Networks
- - Radu Marinescu
  - Haifeng Qian
  - et al.
- 2022
- NeurIPS 2022
Compositional generalization through abstract representations in human and artificial neural networks
- - Takuya Ito
  - Tim Klinger
  - et al.
- 2022
- NeurIPS 2022
Advancing Model Pruning via Bi-level Optimization
- - Yihua Zhang
  - Yuguang Yao
  - et al.
- 2022
- NeurIPS 2022
Hedging as Reward Augmentation in Probabilistic Graphical Models
- - Debarun Bhattacharjya
  - Radu Marinescu
- 2022
- NeurIPS 2022
Influencing Long-Term Behavior in Multiagent Reinforcement Learning
- - Dong Ki Kim
  - Matthew Riemer
  - et al.
- 2022
- NeurIPS 2022
A Text-based Safety Benchmark for Reinforcement Learning Problems
- - Ngoc Lan Hoang
  - Nicolas Galichet
  - et al.
- 2022
- NeurIPS 2022
Learning in Factored Domains with Information-Constrained Visual Representations
- - Tyler Malloy
  - Tim Klinger
  - et al.
- 2022
- NeurIPS 2022
Image Manipulation via Neuro-Symbolic Networks
- - Harman Singh
  - Poorva Garg
  - et al.
- 2022
- NeurIPS 2022
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network
- - Huaiqian You
  - Yue Yu
  - et al.
- 2022
- Journal of Computational Physics