Tamara Broderick

Publications by Year

Research Areas

Statistical Methods and Inference, Bayesian Methods and Mixture Models, Gaussian Processes and Bayesian Inference, Statistical Methods and Bayesian Inference, Gene expression and cancer classification

Most-Cited Works

• → Transparency and reproducibility in artificial intelligence(2020)476 cited
• → Streaming Variational Bayes(2013)120 cited
• → Ellipticity of dark matter haloes with galaxy-galaxy weak lensing(2006)117 cited
• → Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem(2022)96 cited
• → Beta Processes, Stick-Breaking and Power Laws(2012)80 cited
• → Coresets for Scalable Bayesian Logistic Regression(2016)78 cited
• → Combinatorial Clustering and the Beta Negative Binomial Process(2014)65 cited
• → MAD-Bayes: MAP-based Asymptotic Derivations from Bayes(2012)63 cited
• → Feature Allocations, Probability Functions, and Paintboxes(2013)61 cited
• → Faster solutions of the inverse pairwise Ising problem(2007)60 cited