Publications

320 results for Neuro-symbolic AI

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
Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2022
- ACS Fall 2022
Talk
Representation of the fermionic boundary operator
- - Ismail Yunus Akhalwaya
  - Yang-Hui He
  - et al.
- 2022
- Physical Review A
Paper
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding
- - Tanveer Syeda-Mahmood
  - Luyao Shi
- 2022
- MLHC 2022
Conference paper
Linearizing Contextual Bandits with Latent State Dynamics
- - Elliot Nelson
  - Debarun Bhattacharjya
  - et al.
- 2022
- UAI 2022
Conference paper
Variational Message Passing Neural Network for Maximum-A-Posteriori (MAP) Inference
- - Zijun Cui
  - Hanjing Wang
  - et al.
- 2022
- UAI 2022
Conference paper
Distributed AutoML Pipeline Search in PC/RasPi K8s Cluster
- - Paulito Palmes
  - Akihiro Kishimoto
  - et al.
- 2022
- JuliaCon 2022
Talk
Editorial: Neuro-inspired computing for next-gen AI: Computing model, architectures and learning algorithms
- - Angeliki Pantazi
  - Bipin Rajendran
  - et al.
- 2022
- Frontiers in Neuroscience
Paper
On the Optimality Gap of Warm-Started Hyperparameter Optimization
- - Parikshit Ram
- 2022
- AutoML-Conf 2022
Conference paper