CV  /  Publications  /  Dissertation
I am a Senior Researcher at Microsoft Research, Health Futures focusing on deep generative models for decoding the adaptive immune system. My work leverages statistical machine (deep) learning advances in causal inference, generative modeling, and Bayesian nonparametrics. Additionally, my recent work explores modeling approaches for complex structured biological data (e.g., survival analysis, time-series, high-dimensional sparse count data):
- Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations (UAI 2022)
- Flexible Triggering Kernels for Hawkes Process Modeling