Publications

316 results for Neuro-symbolic AI

Lale: Consistent Automated Machine Learning
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2020
- KDD 2020
Workshop paper
Exploring context-free languages via planning: The case for automating machine learning
- - Michael Katz
  - Parikshit Ram
  - et al.
- 2020
- ICAPS 2020
Conference paper
CLEVRER: CoLlision Events for Video REpresentation and Reasoning
- - Kexin Yi
  - Chuang Gan
  - et al.
- 2020
- ICLR 2020
Conference paper
AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop
- - Dakuo Wang
  - Parikshit Ram
  - et al.
- 2020
- IUI 2020
Demo paper
Active Learning of Hamiltonians
- - Arkopal Dutt
  - Edwin Pednault
  - et al.
- 2020
- APS March Meeting 2020
Talk
On the role of weight sharing during deep option learning
- - Matthew Riemer
  - Ignacio Cases
  - et al.
- 2020
- AAAI 2020
Conference paper
An ADMM based framework for AutoML pipeline configuration
- - Sijia Liu
  - Parikshit Ram
  - et al.
- 2020
- AAAI 2020
Conference paper
A multi-channel neural graphical event model with negative evidence
- - Tian Gao
  - Dharmashankar Subramanian
  - et al.
- 2020
- AAAI 2020
Conference paper
Online planner selection with graph neural networks and adaptive scheduling
- - Tengfei Ma
  - Patrick Ferber
  - et al.
- 2020
- AAAI 2020
Conference paper
Reshaping Diverse Planning
- - Michael Katz
  - Shirin Sohrabi
- 2020
- AAAI 2020
Conference paper