Mohit Kumar

According to our database, Mohit Kumar authored at least 13 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Learning MAX-SAT from contextual examples for combinatorial optimisation.

Mohit Kumar, Samuel Kolb, Stefano Teso, Luc De Raedt

Artif. Intell., 2023

2022

Learning MAX-SAT Models from Examples Using Genetic Algorithms and Knowledge Compilation.

Senne Berden, Mohit Kumar, Samuel Kolb, Tias Guns

Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022

Learning Constraint Programming Models from Data Using Generate-And-Aggregate.

Mohit Kumar, Samuel Kolb, Tias Guns

Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022

2021

Learning Mixed-Integer Linear Programs from Contextual Examples.

Mohit Kumar, Samuel Kolb, Luc De Raedt, Stefano Teso

CoRR, 2021

Democratizing Constraint Satisfaction Problems through Machine Learning.

Mohit Kumar, Samuel Kolb, Clément Gautrais, Luc De Raedt

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Machine Guides, Human Supervises: Interactive Learning with Global Explanations.

Teodora Popordanoska, Mohit Kumar, Stefano Teso

CoRR, 2020

Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning.

Teodora Popordanoska, Mohit Kumar, Stefano Teso

CoRR, 2020

VisualSynth: Democratizing Data Science in Spreadsheets.

Clément Gautrais, Yann Dauxais, Samuel Kolb, Arcchit Jain, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

2019

SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract).

Yann Dauxais, Clément Gautrais, Anton Dries, Arcchit Jain, Samuel Kolb, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Acquiring Integer Programs from Data.

Mohit Kumar, Stefano Teso, Luc De Raedt

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Automating Personnel Rostering by Learning Constraints Using Tensors.

Mohit Kumar, Stefano Teso, Patrick De Causmaecker, Luc De Raedt

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Automating Personnel Rostering by Learning Constraints Using Tensors.

Mohit Kumar, Stefano Teso, Luc De Raedt

CoRR, 2018

Decomposition Strategies for Constructive Preference Elicitation.

Paolo Dragone, Stefano Teso, Mohit Kumar, Andrea Passerini

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018