Multiobjective linear ensembles for robust and sparse training of few-bit neural networks
Ambrogio Maria Bernardelli, Stefano Gualandi, Simone Milanesi, Hoong Chuin Lau, Neil Yorke-Smith
| Year of publication: |
2025
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|---|---|
| Authors: | Bernardelli, Ambrogio Maria ; Gualandi, Stefano ; Milanesi, Simone ; Lau, Hoong Chuin ; Yorke-Smith, Neil |
| Published in: |
INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences. - Linthicum, Md. : INFORMS, ISSN 1526-5528, ZDB-ID 2004082-9. - Vol. 37.2025, 3, p. 623-643
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| Subject: | mixed-integer linear programming | multiobjective optimization | binarized neural networks | few-shot learning | integer neural networks | sparsity | structured ensemble | Neuronale Netze | Neural networks | Theorie | Theory | Mathematische Optimierung | Mathematical programming | Multikriterielle Entscheidungsanalyse | Multi-criteria analysis |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/ijoc.2023.0281 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015434745