Research Expertise: Algorithmic, software, and hardware techniques for high-performance machine learning, with a focus on relaxed-consistency variants of stochastic algorithms such as asynchronous and low-precision stochastic gradient descent (SGD) and Markov chain Monte Carlo.
AI Institute Project Involvement: Project Group 3: Multi-Criteria Optimization of Mitigation Practices
Project Group 4: Payments for GHG and Ecosystem Services (AI-MOD)