Publications

1450 results for Machine Learning

Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language Models
- - Igor Melnyk
  - Pierre Dognin
  - et al.
- 2021
- NeurIPS 2021
Post-discovery Analysis of Anomalous Subsets
- - Isaiah Onando Mulang’
  - William Ogallo
  - et al.
- 2021
- NeurIPS 2021
Pessimistic Model Selection for Offline Deep Reinforcement Learning
- - Chao-Han Huck Yang
  - Zhengling Qi
  - et al.
- 2021
- NeurIPS 2021
COVID-19 India Dataset: Parsing Detailed COVID-19 Data in Daily Health Bulletins from States in India
- - Mayank Agarwal
  - Tathagata Chakraborti
  - et al.
- 2021
- NeurIPS 2021
On the Energy Efficiency of Machine Learning Frameworks
- - Nagu Dhanwada
  - Kartik Acharya
  - et al.
- 2021
- DAC 2021
Improved Drought Forecasting Using Surrogate Quantile And Shape (SQUASH) Loss
- - Devyani Lambhate
  - Smit Marvaniya
  - et al.
- 2021
- NeurIPS 2021
Drug Repurposing using Link Prediction on Knowledge Graphs with Applications to Non-Volatile Memory
- - Sarel Cohen
  - Moshik Lanir Hershcovitch
  - et al.
- 2021
- CNA 2021
Encoding Health Records into Pathway Representations for Deep Learning
- - Marco Luca Sbodio
  - Natasha Mulligan
  - et al.
- 2021
- EFMI STC 2021
Generalizable Coordination of Large Multiscale Workflows: Challenges and Learnings at Scale
- - Harsh Bhatia
  - Francesco Di Natale
  - et al.
- 2021
- SC 2021
FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
- - Zheng Chai
  - Yujing Chen
  - et al.
- 2021
- SC 2021