Publications

1450 results for Machine Learning

Certified Robustness for Free in Differentially Private Federated Learning
- - Chulin Xie
  - Yunhui Long
  - et al.
- 2021
- NeurIPS 2021
MAML is a Noisy Contrastive Learner
- - Chia-Hsiang Kao
  - Wei-Chen Chiu
  - et al.
- 2021
- NeurIPS 2021
Math Programming based Reinforcement Learning for Multi-Echelon Inventory Management
- - Pavithra Harsha
  - Ashish Jagmohan
  - et al.
- 2021
- NeurIPS 2021
Pessimistic Model Selection for Offline Deep Reinforcement Learning
- - Chao-Han Huck Yang
  - Zhengling Qi
  - et al.
- 2021
- NeurIPS 2021
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Network
- - David Alvarez-Melis
  - Yair Schiff
  - et al.
- 2021
- NeurIPS 2021
RASL: Relational Algebra in Scikit-Learn Pipelines
- - Chirag Sahni
  - Kiran Kate
  - et al.
- 2021
- NeurIPS 2021
Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD
- - Chen Fan
  - Parikshit Ram
  - et al.
- 2021
- NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence design
- - Igor Melnyk
  - Payel Das
  - et al.
- 2021
- NeurIPS 2021
Automated Supervised Feature Selection for Differentiated Patterns of Care
- - Catherine Wanjiru
  - William Ogallo
  - 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