Pessimistic Model Selection for Offline Deep Reinforcement Learning
- Chao-Han Huck Yang
- Zhengling Qi
- et al.
- 2021
- NeurIPS 2021
Workshop paper
Publications
1614 results for Machine Learning
Certified Robustness for Free in Differentially Private Federated Learning
- Chulin Xie
- Yunhui Long
- et al.
- 2021
- NeurIPS 2021
Workshop paperMath Programming based Reinforcement Learning for Multi-Echelon Inventory Management
- Pavithra Harsha
- Ashish Jagmohan
- et al.
- 2021
- NeurIPS 2021
Workshop paperBenchmarking deep generative models for diverse antibody sequence design
- Igor Melnyk
- Payel Das
- et al.
- 2021
- NeurIPS 2021
Workshop paperGrapher: Multi-Stage Knowledge Graph Construction using Pretrained Language Models
- Igor Melnyk
- Pierre Dognin
- et al.
- 2021
- NeurIPS 2021
Workshop paperOn the Energy Efficiency of Machine Learning Frameworks
- Nagu Dhanwada
- Kartik Acharya
- et al.
- 2021
- DAC 2021
PosterImproved Drought Forecasting Using Surrogate Quantile And Shape (SQUASH) Loss
- Devyani Lambhate
- Smit Marvaniya
- et al.
- 2021
- NeurIPS 2021
Workshop paperDrug Repurposing using Link Prediction on Knowledge Graphs with Applications to Non-Volatile Memory
- Sarel Cohen
- Moshik Lanir Hershcovitch
- et al.
- 2021
- CNA 2021
Conference paperEncoding Health Records into Pathway Representations for Deep Learning
- 2021
- EFMI STC 2021
Conference paperFedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
- Zheng Chai
- Yujing Chen
- et al.
- 2021
- SC 2021
Conference paper