Sotabase

Career

· Visiting, Stanford University2025–
· Visiting Associate Professor, Tel Aviv University2025–
· Associate Professor, Yeshiva University2025–
· Associate Professor Of Practice, Boston University2022–2025
· Affiliate, Massachusetts Institute of Technology2022–2022
· Visiting Associate Professor, Massachusetts Institute of Technology2022–2023
· Lecturer, Massachusetts Institute of Technology2020–2022
· Adjunct Associate Professor, Columbia University in the City of New York2019–
· Visiting Associate Professor, Cornell University2019–2020
· Adjunct Professor, NYU Tandon School of Engineering2018–2019
· Adjunct Assistant Professor, Columbia University in the City of New York2017–2019
· Adjunct Professor, NYU Center for Data Science2017–2019
· Research Scientist, NYU Center for Data Science2017–2019
· Lecturer, Tel Aviv University2016–2017
· Founder And CEO, AdiMap2011–2017
· Research Scientist, Mintigo2009–2010

Publications (75)

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit
IEEE Transactions on Information Theory · 2012
1,419
cited
Fragment-based image completion
ACM Transactions on Graphics · 2003
732
cited
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning
arXiv.org · 2019
225
cited
Multiscale Representations for Manifold-Valued Data
Multiscale Modeling & simulation · 2005
214
cited
A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level
Proceedings of the National Academy of Sciences of the United States of America · 2021
176
cited
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time
International Conference on Machine Learning and Applications · 2020
96
cited
AlphaD3M: Machine Learning Pipeline Synthesis
arXiv.org · 2021
91
cited
Fast Minimization by Iterative Thresholding for Multidimensional NMR Spectroscopy
EURASIP Journal on Advances in Signal Processing · 2007
65
cited
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis
IEEE International Conference on Computer Vision · 2021
55
cited
Solution of l1Minimization Problems by LARS/Homotopy Methods
2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · 2006
52
cited
A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet Generation.
ACS Applied Materials and Interfaces · 2021
44
cited
AI-Driven Review Systems: Evaluating LLMs in Scalable and Bias-Aware Academic Reviews
arXiv.org · 2024
43
cited
Human-in-the-Loop AI Reviewing: Feasibility, Opportunities, and Risks
Journal of the AIS · 2024
39
cited
Example-based style synthesis
2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. · 2003
38
cited
Fast Multiresolution Image Operations in the Wavelet Domain
IEEE Transactions on Visualization and Computer Graphics · 2003
34
cited
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar
arXiv.org · 2019
30
cited
High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures
2018
29
cited
AutoML using Metadata Language Embeddings
arXiv.org · 2019
28
cited
A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More
arXiv.org · 2021
20
cited
Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models
arXiv.org · 2023
20
cited
Sotabase
Iddo Drori | Researcher Profile | Sotabase | Sotabase