Maria I. Gorinova

Most-cited papers

GRAND: Graph Neural Diffusion
B. Chamberlain, J. Rowbottom, Maria I. Gorinova, Stefan Webb +2 more
2021International Conference on Machine Learning417 citations
Semantic Scholar
On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features
Emanuele Rossi, Henry Kenlay, Maria I. Gorinova, B. Chamberlain +2 more
2021LOG IN160 citations
Semantic Scholar
Automatic Reparameterisation of Probabilistic Programs
Maria I. Gorinova, Dave Moore, M. Hoffman
2019International Conference on Machine Learning38 citations
Semantic Scholar
Probabilistic programming with densities in SlicStan: efficient, flexible, and deterministic
Maria I. Gorinova, A. Gordon, Charles Sutton
2018Proc. ACM Program. Lang.30 citations Open access
Semantic Scholar
Conditional Independence by Typing
Maria I. Gorinova, A. Gordon, Charles Sutton, Matthijs Vákár
2020ACM Transactions on Programming Languages and Systems22 citations Open access
Semantic Scholar
A Live, Multiple-Representation Probabilistic Programming Environment for Novices
Maria I. Gorinova, Advait Sarkar, A. Blackwell, Don Syme
2016International Conference on Human Factors in Computing Systems18 citations
Semantic Scholar
Effect Handling for Composable Program Transformations in Edward2
Dave Moore, Maria I. Gorinova
2018arXiv.org16 citations
Semantic Scholar
A Framework for Evaluating Agentic Skills at Scale
Maksim Shaposhnikov, N. Fortuin, Simon Stipcich, Maria I. Gorinova +2 more
2026arXiv.org9 citations
Semantic Scholar
Usability of Probabilistic Programming Languages
A. Blackwell, Maria I. Gorinova
2019Annual Workshop of the Psychology of Programming Interest Group7 citations
Semantic Scholar
The End-User Programming Challenge of Data Wrangling
Maria I. Gorinova, K. Prince, S. Meakins, A. Vuylsteke +2 more
2016Annual Workshop of the Psychology of Programming Interest Group5 citations
Semantic Scholar
Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering
Maria I. Gorinova, M. Baker, Amy Heineike, Maksim Shaposhnikov +2 more
2026arXiv.org4 citations
Semantic Scholar
Automatic Reparameterisation in Probabilistic Programming
Maria I. Gorinova
20184 citations
Semantic Scholar
SlicStan : Improving Probabilistic Programming using Information Flow Analysis Extended Abstract
Maria I. Gorinova, A. Gordon
20174 citations
Semantic Scholar
Predicting Gaming Related Properties from Twitter Profiles
Freddie Kalaitzis, Maria I. Gorinova, Yoad Lewenberg, Yoram Bachrach +3 more
2016International Conference on Big Data Computing Service and Applications4 citations
Semantic Scholar
Program Analysis of Probabilistic Programs
Maria I. Gorinova
2022arXiv.org3 citations Open access
Semantic Scholar
Predicting Gaming Related Properties from Twitter Accounts
Maria I. Gorinova, Yoad Lewenberg, Yoram Bachrach, Freddie Kalaitzis +3 more
2016AAAI Conference on Artificial Intelligence3 citations Open access
Semantic Scholar
Transforming spreadsheets with data noodles
Maria I. Gorinova, Advait Sarkar, A. Blackwell, K. Prince
2016IEEE Symposium on Visual Languages / Human-Centric Computing Languages and Environments3 citations Open access
Semantic Scholar