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Authors: Alberto Del Pia, Silvia Di Gregorio. Download PDF Abstract: In this work we advance the understanding of the fundamental limits of computation for Binary Polynomial Optimization (BPO), which is the problem of maximizing a given polynomial function over all binary points. In our main result we provide a novel class of BPO that can be.
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Silvia Di Gregorio. University Sorbonne Paris Nord, LIPN. Verified email at lipn.univ-paris13.fr - Homepage.. B Andres, S Di Gregorio, J Irmai, JH Lange. Discrete Optimization 47, 100757, 2023. 1: 2023: A Knowledge Compilation Take on Binary Polynomial Optimization. F Capelli, A Del Pia, S Di Gregorio.
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Silvia Di Gregorio Technische Universität Dresden | TUD · Institute of Artificial Intelligence Doctor of Philosophy Postdoc at TU Dresden Connect with experts in your field Join ResearchGate to.
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Silvia DI GREGORIO Doctor of Philosophy Technische Universität
Silvia Di Gregorio - LIPN Research Published Papers Partial optimality in cubic correlation clustering, with D. Stein, B. Andres, Proceedings of ICML 2023, URL On the complexity of binary polynomial optimization over acyclic hypergraphs, with A. Del Pia, Algorithmica, 2023, DOI
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The thesis is written in English and is available from the author upon request at [email protected]. This work deals with binary polynomial optimization, which is the problem of maximizing a polynomial function under the sole constraint that all the variables must be binary. As this problem subsumes binary quadratic optimization.
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On the complexity of binary polynomial optimization over acyclic hypergraphs∗ Alberto Del Pia † Silvia Di Gregorio ‡ October 29, 2021 Abstract In this work we advance the understanding of the fundamental limits of computation for
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Read Silvia Di Gregorio's latest research, browse their coauthor's research, and play around with their algorithms
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Part of Discrete Optimization Talks: https://talks.discreteopt.comSilvia Di Gregorio - Université Sorbonne Paris NordSpeaker webpage: https://www.lipn.univ-p.
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Silvia is currently a Research Associate at TU Dresden. Publications Stein D., Di Gregorio S. and Andres B. Partial Optimality in Cubic Correlation Clustering ICML 2023 (accepted) arXiv • PDF (pre-print) Andres B., Di Gregorio S., Irmai J. and Lange J.-H. A Polyhedral Study of Lifted Multicuts Discrete Optimization 47:100757, 2023
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