Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization

Kentaro Kanamori; Takuya Takagi; Ken Kobayashi; Hiroki Arimura

doi:10.1527/tjsai.36-6_c-l44

Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization

Transactions of the Japanese Society for Artificial Intelligence ◽

10.1527/tjsai.36-6_c-l44 ◽

2021 ◽

Vol 36 (6) ◽

pp. C-L44_1-12

Author(s):

Kentaro Kanamori ◽

Takuya Takagi ◽

Ken Kobayashi ◽

Hiroki Arimura

Keyword(s):

Linear Optimization ◽

Mixed Integer ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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Optimization Letters ◽

10.1007/s11590-021-01736-x ◽

2021 ◽

Author(s):

Akang Wang ◽

Nicholas Ferro ◽

Rita Majewski ◽

Chrysanthos E. Gounaris

Keyword(s):

Linear Optimization ◽

Mixed Integer ◽

Pickup And Delivery ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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10.1111/jcpe.12037 ◽

2012 ◽

Vol 40 (2) ◽

pp. 131-139 ◽

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Author(s):

Richard C. Baliban ◽

Dimitra Sakellari ◽

Zukui Li ◽

Yannis A. Guzman ◽

Benjamin A. Garcia ◽

...

Keyword(s):

High Throughput ◽

Proteomic Analysis ◽

Linear Optimization ◽

High Accuracy ◽

Mixed Integer ◽

Periodontal Health ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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Deep neural networks and mixed integer linear optimization

Constraints ◽

10.1007/s10601-018-9285-6 ◽

2018 ◽

Vol 23 (3) ◽

pp. 296-309 ◽

Cited By ~ 23

Author(s):

Matteo Fischetti ◽

Jason Jo

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Linear Optimization ◽

Mixed Integer ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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Exploring the Numerics of Branch-and-Cut for Mixed Integer Linear Optimization

Operations Research Proceedings - Operations Research Proceedings 2017 ◽

10.1007/978-3-319-89920-6_21 ◽

2018 ◽

pp. 151-157 ◽

Cited By ~ 1

Author(s):

Matthias Miltenberger ◽

Ted Ralphs ◽

Daniel E. Steffy

Keyword(s):

Linear Optimization ◽

Branch And Cut ◽

Mixed Integer ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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Ecological Engineering ◽

10.1016/s0925-8574(00)00057-4 ◽

2000 ◽

Vol 16 ◽

pp. 91-102 ◽

Cited By ~ 50

Author(s):

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Keyword(s):

Optimization Model ◽

Energy Supply ◽

Linear Optimization ◽

Mixed Integer ◽

Linear Optimization Model ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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Journal of Global Optimization ◽

10.1007/s10898-018-0668-4 ◽

2018 ◽

Vol 74 (3) ◽

pp. 443-465 ◽

Cited By ~ 6

Author(s):

Styliani Avraamidou ◽

Efstratios N. Pistikopoulos

Keyword(s):

Global Optimization ◽

Optimization Problems ◽

Linear Optimization ◽

Mixed Integer ◽

Optimization Approach ◽

Linear Optimization Problems ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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10.1109/tits.2010.2061971 ◽

2011 ◽

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pp. 47-57 ◽

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Author(s):

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Laureano F. Escudero ◽

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Keyword(s):

Collision Avoidance ◽

Traffic Management ◽

Linear Optimization ◽

Air Traffic Management ◽

Air Traffic ◽

Mixed Integer ◽

Optimization Approach ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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2017 6th International Conference on Clean Electrical Power (ICCEP) ◽

10.1109/iccep.2017.8004824 ◽

2017 ◽

Author(s):

S. Massucco ◽

P. Pongiglione ◽

M. Saviozzi ◽

F. Silvestro ◽

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Keyword(s):

Optimization Algorithm ◽

Linear Optimization ◽

Mixed Integer ◽

Distribution Grid ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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10.1007/978-3-642-46631-1_1 ◽

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Keyword(s):

Optimization Problems ◽

Linear Optimization ◽

Mixed Integer ◽

Quantitative Stability ◽

Linear Optimization Problems ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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Mixed-Integer Linear Optimization on a PC-Net

Lecture Notes in Economics and Mathematical Systems - Parallel Computing and Mathematical Optimization ◽

10.1007/978-3-642-95665-2_4 ◽

1991 ◽

pp. 45-63 ◽

Cited By ~ 2

Author(s):

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Keyword(s):

Linear Optimization ◽

Mixed Integer ◽

Mixed Integer Linear Optimization ◽

Integer Linear Optimization

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