Concepedia

Jan Kronqvist

JK

14

Publications

515

Citations

13

H-Index

2015

Active since

Affiliations

Imperial College London(Current)

Åbo Akademi University

KTH Royal Institute of Technology

Carnegie Mellon University

Jan Kronqvist is an author at Imperial College London specializing in engineering, mathematical programming, and computer science.

Top concepts

EngineeringMathematical ProgrammingComputer ScienceLinear ProgrammingConvex OptimizationOperations ResearchApproximation TheoryNumerical AnalysisMachine LearningInteger Programming

Publications per year

2015–2022

14

Publications

14

Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis

Elena Botoeva, Panagiotis Kouvaros, Jan Kronqvist et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 106 citations · Full text

Artificial Intelligence, Verification Toolkit, Convolutional Neural Network +15

Maximizing information from chemical engineering data sets: Applications to machine learning

Alexander Thebelt, Johannes Wiebe, Jan Kronqvist et al. · Chemical Engineering Science · 2022 · 95 citations · Full text

The extended supporting hyperplane algorithm for convex mixed-integer nonlinear programming

Jan Kronqvist, Andreas Lundell, Tapio Westerlund · Journal of Global Optimization · 2015 · 71 citations

Numerical Analysis, Mathematical Programming, Engineering +7

ENTMOOT: A framework for optimization over ensemble tree models

Alexander Thebelt, Jan Kronqvist, Miten Mistry et al. · Computers & Chemical Engineering · 2021 · 48 citations · Full text

Engineering, Machine Learning, Data Science +8

Structural learning in artificial neural networks using sparse optimization

Mikael Manngård, Jan Kronqvist, Jari M. Böling · Neurocomputing · 2017 · 33 citations

Artificial Intelligence, Sparse Representation, Engineering +5

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