{"total":1,"items":[{"citing_arxiv_id":"2607.09645","ref_index":27,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Deep Gaussian Processes on Directed Acyclic Graphs","primary_cat":"stat.ML","submitted_at":"2026-07-10T17:41:11+00:00","verdict":"ACCEPT","verdict_confidence":"HIGH","novelty_score":7.0,"formal_verification":"none","one_line_summary":"DAG-DGPs place GP priors on functions along a DAG, prove non-collapse bounds under separating nodes and intermediate observations, and give structured VI that retains compositional uncertainty and explaining-away, with SOTA multi-fidelity results.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null}],"limit":50,"offset":0}