Postdoctoral Research Associate - Privacy Preserved Federated Learning Algorithms
Oak Ridge, TN, US, 37830
USD 115K-168K (estimate) Mid-level Full Time
Tasks
- Apply deep learning and algorithm design to privacy preserved federated learning
- Communicate and coordinate research results with domain experts
- Conduct experimental research and publish results in conferences and journals
- Design privacy preservation methods for multiple client privacy requirements
- Develop differential privacy techniques for large-scale models
- Develop efficient differential privacy methods with minimal performance loss
- Implement federated learning on distributed heterogeneous datasets
- Optimize privacy utility tradeoff
Perks/Benefits
- 401k retirement plan
- Contributory pension plan
- Dental plan
- Disability benefits
- Educational assistance
- Employee discounts
- Generous vacation and holidays
- Life insurance
- Medical plan
- Parental leave
- Relocation assistance
- Vision plan
- Wellness programs
Skills/Tech-stack
Approximate Differential Privacy | Bayesian Differential Privacy | Consensus Algorithms | Deep learning | Differential Privacy | Distributed Optimization | Federated Learning | High Performance | High-Performance Computing | Hyperparameter Optimization | Local Differential Privacy | Machine Learning | Optimization | Performance Computing | Probability theory | Renyi Differential Privacy
Education
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