Robust Multi-objective Bilevel Optimization With Applications In Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2022
- INFORMS 2022
Publications
305 results for Neuro-symbolic AI
A Novel Hybrid Interpretability Method for Sequential Decision Making
- 2022
- INFORMS 2022
A leader-follower game theoretic approach for training reinforcement learning agents
- Ngoc Lan Hoang
- Michail Smyrnakis
- 2022
- INFORMS 2022
Efficient Distributionally Robust Learning via Unbiased Gradient Estimation
- Soumyadip Ghosh
- Mark Squillante
- 2022
- MDS 2022
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization
- Yunfei Teng
- Anna Choromanska
- et al.
- 2022
- ECML PKDD 2022
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
A Scalable AutoML Approach Based on Graph Neural Networks
- Mossad Helali
- Essam Mansour
- et al.
- 2022
- VLDB 2022
Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
- 2022
- ACS Fall 2022
Representation of the fermionic boundary operator
- Ismail Yunus Akhalwaya
- Yang-Hui He
- et al.
- 2022
- Physical Review A
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding
- Tanveer Syeda-Mahmood
- Luyao Shi
- 2022
- MLHC 2022