2 papers
stat.ML2026
Integrating Background Knowledge for Scalable Causal Discovery
Mátyás Schubert, Theofanis Aslanidis, Tom Claassen +1
Expert background knowledge is often available in practical applications of causal discovery. Such constraints on the true causal graph can help causal discovery in terms of identi…
cs.IR2025
Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks
Antonios Tragoudaras, Theofanis Aslanidis, Emmanouil Georgios Lionis +2
Text data are often encoded as dense vectors, known as embeddings, which capture semantic, syntactic, contextual, and domain-specific information. These embeddings, widely adopted…