Publications

318 results for Neuro-symbolic AI

Rule-Based Link Prediction over Event-Related Causal Knowledge in Wikidata
- - Sola Shirai
  - Aamod Khatiwada
  - et al.
- 2022
- ISWC 2022
Workshop paper
Distributionally Robust Optimization for Input Model Uncertainty in Simulation-based Decision Making
- - Soumyadip Ghosh
  - Mark Squillante
- 2022
- INFORMS 2022
Short paper
On Quantum Algorithms for Random Walks in the Nonnegative Quarter Plane
- - Mark Squillante
  - Vasileios Kalantzis
  - et al.
- 2022
- INFORMS 2022
Short paper
Robust Multi-objective Bilevel Optimization With Applications In Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2022
- INFORMS 2022
Invited talk
A Novel Hybrid Interpretability Method for Sequential Decision Making
- - Ngoc Lan Hoang
  - Alexander Zadorojniy
- 2022
- INFORMS 2022
Talk
A leader-follower game theoretic approach for training reinforcement learning agents
- - Ngoc Lan Hoang
  - Michail Smyrnakis
- 2022
- INFORMS 2022
Poster
Efficient Distributionally Robust Learning via Unbiased Gradient Estimation
- - Soumyadip Ghosh
  - Mark Squillante
- 2022
- MDS 2022
Poster
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization
- - Yunfei Teng
  - Anna Choromanska
  - et al.
- 2022
- ECML PKDD 2022
Conference paper
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
- - G. Karunaratne
  - M. Hersche
  - et al.
- 2022
- ESSDERC/ESSCIRC 2022
Conference paper
A Scalable AutoML Approach Based on Graph Neural Networks
- - Mossad Helali
  - Essam Mansour
  - et al.
- 2022
- VLDB 2022
Conference paper