Concepedia

Ioannis Akrotirianakis

IA

Statistics

Publications

6

Citations

426

H-Index

6

Active since

2001

Affiliations

Princeton University(Current)

Imperial College London

Ioannis Akrotirianakis is an author at Princeton University specializing in engineering, computer science, and natural language processing.

Top concepts

EngineeringComputer ScienceMachine LearningConvex OptimizationNonlinear ProgrammingNatural Language ProcessingNumerical AnalysisOperations ResearchMathematical ProgrammingComputational Linguistics

Publications per year

2001–2020

6

Publications

6

Global optimization in the 21st century: Advances and challenges

Christodoulos A. Floudas, Ioannis Akrotirianakis, Stavros Caratzoulas et al. · Computers & Chemical Engineering · 2005 · 228 citations

Large-scale Global Optimization, Continuous Optimization, Engineering +3

A New Class of Improved Convex Underestimators for Twice Continuously Differentiable Constrained NLPs

Ioannis Akrotirianakis, Christodoulos A. Floudas · Journal of Global Optimization · 2004 · 66 citations

Natural Language Processing, Twice Continuously Differentiable, Engineering +10

Computational Experience with a New Class of Convex Underestimators: Box-constrained NLP Problems

Ioannis Akrotirianakis, Christodoulos A. Floudas · Journal of Global Optimization · 2004 · 59 citations

Artificial Intelligence, Natural Language Processing, Structured Prediction +11

Multimodal Knowledge Graph for Deep Learning Papers and Code

Amar Viswanathan Kannan, Dmitriy Fradkin, Ioannis Akrotirianakis et al. · 2020 · 40 citations

Engineering, Machine Learning, Knowledge Extraction +19

Globally Convergent Interior-Point Algorithm for Nonlinear Programming

Ioannis Akrotirianakis, Berç Rüstem · Journal of Optimization Theory and Applications · 2005 · 18 citations

Mathematical Programming, Numerical Analysis, Engineering +4

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