Concepedia

Theofanis Karaletsos

TK

16

Publications

1.3K

Citations

14

H-Index

2013

Active since

Affiliations

Stanford University(Current)

Technical University of Munich

Kettering University

Center of Advanced European Studies and Research

Cornell University

Theofanis Karaletsos is an author at Stanford University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningBayesian InferenceStatistical InferenceArtificial IntelligenceAutomated ReasoningSupervised Learning

Publications per year

2013–2025

16

Publications

16

Pyro: Deep Universal Probabilistic Programming

Eli Bingham, Jonathan P. Chen, Martin Jankowiak et al. · arXiv (Cornell University) · 2018 · 589 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

How to build the virtual cell with artificial intelligence: Priorities and opportunities

Charlotte Bunne, Yusuf Roohani, Yanay Rosen et al. · Cell · 2024 · 192 citations · Full text

RiboDiff: detecting changes of mRNA translation efficiency from ribosome footprints

Theofanis Karaletsos, Philipp Drewe, Vipin T. Sreedharan et al. · Bioinformatics · 2016 · 187 citations · Full text

Likelihood-free inference with emulator networks

Jan-Matthis Lueckmann, Giacomo Bassetto, Theofanis Karaletsos et al. · arXiv (Cornell University) · 2018 · 45 citations · Full text

Engineering, Machine Learning, Probabilistic Computation +17

An Empirical Analysis of Topic Modeling for Mining Cancer Clinical Notes

Katherine Redfield Chan, Xinghua Lou, Theofanis Karaletsos et al. · 2013 · 39 citations

Engineering, Genetic Epidemiology, Topic Modeling +24

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