A Hardware Perspective to Evaluating Probabilistic Circuits. - Jelin Leslin; Antti Hyttinen; Karthekeyan Periasamy; Lingyun Yao; Martin Trapp 001; Martin Andraud (PGM, 2022)

AutoPC: An Open-Source Framework for Efficient Probabilistic Reasoning on FPGA Hardware. - Karthekeyan Periasamy; Jelin Leslin; Aleksi Korsman; Lingyun Yao; Martin Andraud (NewCAS, 2024)

On Hardware-efficient Inference in Probabilistic Circuits. - Lingyun Yao; Martin Trapp 001; Jelin Leslin; Gaurav Singh 005; Peng Zhang 028; Karthekeyan Periasamy; Martin Andraud (UAI, 2024)