In June 2011 I completed my Ph.D. in the Laboratory for Information and Decision Systems within the Department of Electrical Engineering and Computer Science at MIT. I now develop machine learning algorithms at Analog Devices | Analog Garage (formerly known as Analog Devices | Lyric Labs and before that, Lyric Semiconductor).
Email:
Research Interests:
- Machine Learning
- Neural networks
- Probabilistic inference
- Audio Source Separation
- Matrix and tensor factorization methods
- Directional approaches without beam-forming
- Optimization
- Linear and semidefinite programming
- Algebraic methods and sums of squares
- Game theory
- Infinite games, especially continuous and polynomial games
- Algorithms for and complexity of computing equilibria
- Geometry of equilibria
Thesis Advisors:
