Sotabase

Career

· Millard E. Gladfelter Professor of Statistics and Data Science, Temple University2018–
· Associate Professor of Statistics, Harvard University2009–2018
· PhD in Computer Science, Carnegie Mellon University2007–
· Postdoctoral Researcher, Princeton University2007–2008
· B.S. in Mathematical Statistics and Economics, Bocconi University1999–

Publications (415)

Mixed Membership Stochastic Blockmodels
Neural Information Processing Systems · 2007
2,185
cited
Analysis and design of RNA sequencing experiments for identifying isoform regulation
Nature Methods · 2010
1,352
cited
A Survey of Statistical Network Models
Found. Trends Mach. Learn. · 2009
994
cited
A Model of Text for Experimentation in the Social Sciences
2016
629
cited
Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast.
Molecular Biology of the Cell · 2008
583
cited
Reversible, Specific, Active Aggregates of Endogenous Proteins Assemble upon Heat Stress
Cell · 2015
431
cited
The structural topic model and applied social science
International Conference on Neural Information Processing · 2013
335
cited
Systems-level dynamic analyses of fate change in murine embryonic stem cells
Nature · 2009
303
cited
Stochastic blockmodels with growing number of classes
Biometrika · 2010
269
cited
Identification and Estimation of Treatment and Interference Effects in Observational Studies on Networks
Journal of the American Statistical Association · 2016
220
cited
Summarizing topical content with word frequency and exclusivity
International Conference on Machine Learning · 2012
209
cited
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation
Neural Information Processing Systems · 2013
207
cited
Differential Stoichiometry among Core Ribosomal Proteins
bioRxiv · 2014
194
cited
Accounting for Experimental Noise Reveals That mRNA Levels, Amplified by Post-Transcriptional Processes, Largely Determine Steady-State Protein Levels in Yeast
bioRxiv · 2014
185
cited
Post-transcriptional regulation across human tissues
bioRxiv · 2015
183
cited
Integrating Utility into Face De-identification
International Symposium on Privacy Enhancing Technologies · 2005
175
cited
Quantitative visualization of alternative exon expression from RNA-seq data
Bioinform. · 2013
170
cited
Defining the Essential Function of Yeast Hsf1 Reveals a Compact Transcriptional Program for Maintaining Eukaryotic Proteostasis.
Molecules and Cells · 2016
168
cited
Asymptotic and finite-sample properties of estimators based on stochastic gradients
2014
146
cited
Consistent estimation of dynamic and multi-layer block models
International Conference on Machine Learning · 2014
146
cited
Sotabase