Vaclav Smidl

3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13)

Conferences

ICLR (1) PGM (1) UAI (1)

Top co-authors

Tomas Pevny (3) Milan Papez (2) Martin Rektoris (2) Tomáš Oberhuber (1) Martin Trapp (1) Ondřej Poláček (1)

Keywords

density estimation (1) generative model (1) sum-product network (1) invertible transformation (1) affine transformation (1)

Papers

Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs UAI 2025

Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs ICLR 2024

Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations PGM 2020