BM
Brij Malhotra
cs.AIcs.LG
On Valency
published · living versionsW_7ms9du48·v1 · currentpublished
Learning to Bound: Monotonic, Calibrated Neural Upper Bounds for MPE Inference
with Akshay Vyas, Hailiang Dong, Shivvrat Arya, Tahrima Rahman +2
1 version
Preprints & journals
2 papers in the corpus · 2025–2026Learning to Guide Local Search for MPE Inference in Probabilistic Graphical Models2602.01475v1 · Brij Malhotra, Shivvrat Arya, Tahrima Rahman et al.2026 · 0 citationsarXiv
Learning to Condition: A Neural Heuristic for Scalable MPE Inference2509.25217v1 · Brij Malhotra, Shivvrat Arya, Tahrima Rahman et al.2025 · 0 citationsarXiv
Career total: 2 works. 2 are in this corpus.
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