Vidya Venkiteswaran
She/Her/Hers
Software engineer
United States
387
Field of Research
Methods
- Supervised learning
- Unsupervised learning
- Algorithms: active, online, multi-task learning, etc.
- Deep learning
- Reinforcement learning and planning
- Representation learning
- Probabilistic methods
- Optimization methods
- Learning theory
- Trustworthy ML
- Humans and AI
Applications
- Natural Language Processing (NLP)
- Time Series Analysis
- Social good
- Deployment of AI/ML systems
Other keywords
Recommendation Engine, Time Series Forecasting, Artificial Intelligence, Reinforcement Learning, Deep Learning, LLM