Publications

1490 results for Machine Learning

Mapping the space of chemical reactions using attention-based neural networks
- - Philippe Schwaller
  - Daniel Probst
  - et al.
- 2021
- Nature Machine Intelligence
Learning neural-symbolic descriptive planning models via cube-space priors: The voyage home (to STRIPS)
- - Masataro Asai
  - Christian Muise
- 2021
- IJCAI 2020
Toward a neuro-inspired creative decoder
- - Payel Das
  - Brian Quanz
  - et al.
- 2021
- IJCAI 2020
“The squawk Bot”^*: Joint learning of time series and text data modalities for automated financial information filtering
- - Xuan-Hong Dang
  - Syed Yousaf Shah
  - et al.
- 2021
- IJCAI 2020
Hierarchical attention based spatial-temporal graph-to-sequence learning for grounded video description
- - Kai Shen
  - Lingfei Wu
  - et al.
- 2021
- IJCAI 2020
A unified convergence analysis for shuffling-type gradient methods
- - Lam Nguyen
  - Quoc Tran-Dinh
  - et al.
- 2021
- JMLR
Temporal Tensor Transformation Network for Multivariate Time Series Prediction
- - Yuya Jeremy Ong
  - Mu Qiao
  - et al.
- 2020
- Big Data 2020
PAIRS AutoGeo: An Automated Machine Learning Framework for Massive Geospatial Data
- - Wang Zhou
  - Levente J. Klein
  - et al.
- 2020
- Big Data 2020
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
- - Vijil Chenthamarakshan
  - Payel Das
  - et al.
- 2020
- NeurIPS 2020
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
- - Haoran Zhu
  - Pavankumar Murali
  - et al.
- 2020
- NeurIPS 2020