Ronak R. Mehta

2 papers · 2019–2021 · 1 conference · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

UAI (2)

Top co-authors

Vikas Singh (2) Vishnu Suresh Lokhande (1) Seong Jae Hwang (1) Sterling C. Johnson (1) Jurijs Nazarovs (1) Hyunwoo J. Kim (1)

Keywords

uncertainty estimation (2) monte carlo sampling (1) stochastic process (1) exponential families (1) bayesian deep learning (1) gated recurrent unit (1) normative modeling (1) graph reparameterization (1) kl divergence (1) sampling-free estimation (1)

Papers

Graph reparameterizations for enabling 1000+ Monte Carlo iterations in Bayesian deep neural networks UAI 2021

Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging UAI 2019