Michela Milano

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Teaching the old dog new tricks: supervised learning with constraints

Fabrizio Detassis, Michele Lombardi, Michela Milano, 2020, NeHuAI@ECAI.

From Offline to Online Kidney Exchange Optimization

Barry O'Sullivan, Michele Lombardi, Michela Milano, 2018, 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI).

How to Tame Your Anticipatory Algorithm

Michele Lombardi, Michela Milano, Allegra De Filippo, 2019, DDC@AI*IA.

Guest Editors' Introduction: Special Section on Computational Sustainability: Where Computer Science meets Sustainable Development

Barry O'Sullivan, Michela Milano, Martin Sachenbacher, 2014, IEEE Trans. Computers.

Principles and Practice of Constraint Programming

Michela Milano, 2012, Lecture Notes in Computer Science.

Injecting domain knowledge in neural networks: a controlled experiment on a constrained problem

Michele Lombardi, Michela Milano, Mattia Silvestri, 2020, NeHuAI@ECAI.

Solving the Satisfiability Problem through Boolean Networks pdf

Andrea Roli, Michela Milano, 1999, AI*IA.

Resource-Based vs. Task-Based Approaches for Scheduling Problems

Evelina Lamma, Paola Mello, Luca Console, 1996, ISMIS.

Frequency Assignment in High Performance Computing Systems

Luca Benini, Andrea Borghesi, Michela Milano, 2019, AI*IA.

An Analysis of Regularized Approaches for Constrained Machine Learning pdf

Andrea Borghesi, Michele Lombardi, Michela Milano, 2020, ArXiv.

Stochastic allocation and scheduling for conditional task graphs in multi-processor systems-on-chip

Luca Benini, Michele Lombardi, Michela Milano, 2010, J. Sched..

A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems

Luca Benini, Andrea Borghesi, Michele Lombardi, 2019, Eng. Appl. Artif. Intell..

Hybrid Offline/Online Optimization Under Uncertainty

Michele Lombardi, Michela Milano, Allegra De Filippo, 2020, European Conference on Artificial Intelligence.

Solving TSP through the Integration of OR and CP Techniques

Daniele Vigo, Michela Milano, Andrea Lodi, 1999, Electron. Notes Discret. Math..

Reasoning on Constraints in CLP(FD)

Evelina Lamma, Paola Mello, Michela Milano, 1999, J. Log. Program..

Combining learning and optimization for transprecision computing

Luca Benini, Andrea Borghesi, Michele Lombardi, 2020, CF.

What-If Analysis Through Simulation-Optimization Hybrids

Barry O'Sullivan, Marco Gavanelli, Michela Milano, 2012, ECMS.

Multi-Criteria Optimal Planning for Energy Policies in CLP pdf

Federico Chesani, Marco Gavanelli, Stefano Bragaglia, 2014, CILC.

A Sampling-Free Anticipatory Algorithm for the Kidney Exchange Problem

Barry O'Sullivan, Michele Lombardi, Michela Milano, 2019, CPAIOR.

Optimal methods for resource allocation and scheduling: a cross-disciplinary survey

Michele Lombardi, Michela Milano, M. Milano, 2011, Constraints.

Domains as First Class Objects in CLP(FD)

Evelina Lamma, Paola Mello, Marco Gavanelli, 1999, APPIA-GULP-PRODE.

A hybrid positioning system for technology-independent location-aware computing

Michela Milano, Alessio Guerri, 2009 .

Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey pdf

Andrea Borghesi, Michela Milano, Federico Baldo, 2020, ArXiv.

Injective Domain Knowledge in Neural Networks for Transprecision Computing

Andrea Borghesi, Michele Lombardi, Michela Milano, 2020, LOD.

Logic-Based Benders Decomposition for Super Solutions: An Application to the Kidney Exchange Problem

Barry O'Sullivan, Michele Lombardi, Michela Milano, 2019, CP.

A Cooperative, Accurate Solving Framework for Optimal Allocation, Scheduling and Frequency Selection on Energy-Efficient MPSoCs

Luca Benini, Davide Bertozzi, Michela Milano, 2006, 2006 International Symposium on System-on-Chip.

The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty

Michele Lombardi, Michela Milano, Allegra De Filippo, 2020, IJCAI.

Constraint Programming

Michela Milano, Francesca Rossi, F. Rossi, 2006, Intelligenza Artificiale.

Electronic Participation

Theresa A. Pardo, Efthimios Tambouris, Michela Milano, 2015, Lecture Notes in Computer Science.