Search Results for author: Serban Georgescu

Found 2 papers, 2 papers with code

Learning Conditional Invariances through Non-Commutativity

1 code implementation18 Feb 2024 Abhra Chaudhuri, Serban Georgescu, Anjan Dutta

Invariance learning algorithms that conditionally filter out domain-specific random variables as distractors, do so based only on the data semantics, and not the target domain under evaluation.

Domain Adaptation

AutoQubo: data-driven automatic QUBO generation

1 code implementation Genetic and Evolutionary Computation Conference (GECCO) 2022 Alberto Moraglio, Serban Georgescu, Przemysław Sadowski

This paper presents a general method to derive automatically a Quadratic Unconstrained Binary Optimisation (QUBO) formulation of, in principle, any combinatorial optimisation problem from its high-level description given in any programming language in a free format.

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