2 papers
cs.LG2026
SecretFan: Synthesizing Realistic Data without Breaking Privacy
Laura Plein, Alexi Turcotte, Arina Hallemans +1
There is a need for synthetic training and test datasets that replicate statistical distributions of original datasets without compromising their confidentiality. A lot of research…
cs.SE2025
High-Performance Generation of Constrained Inputs
Addison Crump, Alexi Turcotte, José Antonio Zamudio Amaya +1
Language-based testing combines context-free grammar definitions with semantic constraints over grammar elements to generate test inputs. By pairing context-free grammars with cons…