Learning Approaches For Aggregated Network Modeling

Organisation/Company: Dipartimento di Ingegneria dell'Informazione - Università degli Studi di Padova
Research Field: Engineering
Researcher Profile: Recognised Researcher (R2), Leading Researcher (R4), First Stage Researcher (R1), Established Researcher (R3)
Country: Italy
Application Deadline: 16 Jan 2025 - 23:59 (UTC)
Type of Contract: To be defined
Job Status: Not Applicable
Is the job funded through the EU Research Framework Programme?
Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure?
No
Offer Description In this research project, the aim is to develop data-driven approaches for learning the topology and dynamics of aggregated network models using regularization techniques.
The resulting approaches should infer from data both the level of aggregation and the aggregation rule (i.e., how to merge nodes with similar properties), while preserving the properties of interest of the network.

Eligibility of fellows: country/ies of residence: OTHER
Eligibility of fellows: nationality/ies: OTHER
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