Michele Lombardi
Orcid: 0000-0003-4709-8888Affiliations:
- University of Bologna, Italy
According to our database1,
Michele Lombardi
authored at least 96 papers
between 2006 and 2023.
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Bibliography
2023
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations.
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023
Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023
2022
Dagstuhl Reports, October, 2022
UNIFY: a Unified Policy Designing Framework for Solving Constrained Optimization Problems with Machine Learning.
CoRR, 2022
Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying Lens.
CoRR, 2022
Proceedings of the 22nd IEEE International Conference on Software Quality, 2022
Proceedings of the IEEE International Smart Cities Conference, 2022
Proceedings of the PAIS 2022, 2022
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2022
2021
J. Artif. Intell. Res., 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Injecting Domain Knowledge in Neural Networks: A Controlled Experiment on a Constrained Problem.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021
Robust Optimization Models For Local Flexibility Characterization of Virtual Power Plants.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
CoRR, 2020
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020
2019
A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems.
Eng. Appl. Artif. Intell., 2019
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019
Logic-Based Benders Decomposition for Super Solutions: An Application to the Kidney Exchange Problem.
Proceedings of the Principles and Practice of Constraint Programming, 2019
Proceedings of the Discussion and Doctoral Consortium papers of AI*IA 2019, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Sustain. Comput. Informatics Syst., 2018
Constraints An Int. J., 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
Off-Line and On-Line Optimization Under Uncertainty: A Case Study on Energy Management.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
2017
Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017
2016
A Constraint Programming Scheduler for Heterogeneous High-Performance Computing Machines.
IEEE Trans. Parallel Distributed Syst., 2016
Constraints An Int. J., 2016
Proceedings of the High Performance Computing - 31st International Conference, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2016
Proceedings of the Principles and Practice of Constraint Programming, 2016
2015
MS3: A Mediterranean-stile job scheduler for supercomputers - do less when it's too hot!
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015
Deterministic Estimation of the Expected Makespan of a POS Under Duration Uncertainty.
Proceedings of the Principles and Practice of Constraint Programming, 2015
Proceedings of the Principles and Practice of Constraint Programming, 2015
Proceedings of the Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), 2015
2014
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014
Proceedings of the Principles and Practice of Constraint Programming, 2014
2013
IEEE Trans. Computers, 2013
J. Parallel Distributed Comput., 2013
Proceedings of the Principles and Practice of Constraint Programming, 2013
Proceedings of the Principles and Practice of Constraint Programming, 2013
Proceedings of the Twenty-Third International Conference on Automated Planning and Scheduling, 2013
2012
Constraints An Int. J., 2012
A min-flow algorithm for Minimal Critical Set detection in Resource Constrained Project Scheduling.
Artif. Intell., 2012
Proceedings of the Integration of AI and OR Techniques in Contraint Programming for Combinatorial Optimzation Problems, 2012
Proceedings of the Principles and Practice of Constraint Programming, 2012
Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Ann. Oper. Res., 2011
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011
Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011
Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011
MPOpt-Cell: a high-performance data-flow programming environment for the CELL BE processor.
Proceedings of the 8th Conference on Computing Frontiers, 2011
2010
Hybrid Methods for Resource Allocation and Scheduling Problems in Deterministic and Stochastic Environments.
PhD thesis, 2010
Stochastic allocation and scheduling for conditional task graphs in multi-processor systems-on-chip.
J. Sched., 2010
An efficient and complete approach for throughput-maximal SDF allocation and scheduling on multi-core platforms.
Proceedings of the Design, Automation and Test in Europe, 2010
Constraint Based Scheduling to Deal with Uncertain Durations and Self-Timed Execution.
Proceedings of the Principles and Practice of Constraint Programming - CP 2010, 2010
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010
Proceedings of the Artificial Intelligence: Methodology, 2010
2009
Proceedings of the Design, Automation and Test in Europe, 2009
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009
A Precedence Constraint Posting Approach for the RCPSP with Time Lags and Variable Durations.
Proceedings of the Principles and Practice of Constraint Programming, 2009
2008
Cellflow: A Parallel Application Development Environment with Run-Time Support for the Cell BE Processor.
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2008
A Constraint Programming Approach for Allocation and Scheduling on the CELL Broadband Engine.
Proceedings of the Principles and Practice of Constraint Programming, 2008
2007
Communication-aware stochastic allocation and scheduling framework for conditional task graphs in multi-processor systems-on-chip.
Proceedings of the 7th ACM & IEEE International conference on Embedded software, 2007
Proceedings of the Principles and Practice of Constraint Programming, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
Proceedings of the Principles and Practice of Constraint Programming, 2006