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2501.01511
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TreeLUT: An Efficient Alternative to Deep Neural Networks for Inference Acceleration Using Gradient Boosted Decision Trees
Symposium on Field Programmable Gate Arrays (FPGA), 2025
2 January 2025
Alireza Khataei
Kia Bazargan
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Papers citing
"TreeLUT: An Efficient Alternative to Deep Neural Networks for Inference Acceleration Using Gradient Boosted Decision Trees"
3 / 3 papers shown
Title
WARP-LUTs - Walsh-Assisted Relaxation for Probabilistic Look Up Tables
Lino Gerlach
Liv Våge
Thore Gerlach
Elliott Kauffman
28
0
0
17 Oct 2025
Physics-Informed Graph Neural Networks for Transverse Momentum Estimation in CMS Trigger Systems
Md Abrar Jahin
Shahriar Soudeep
M. F. Mridha
M. Monowar
Md. Abdul Hamid
136
0
0
25 Jul 2025
NeuraLUT-Assemble: Hardware-aware Assembling of Sub-Neural Networks for Efficient LUT Inference
IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2025
Marta Andronic
George A. Constantinides
224
3
0
01 Apr 2025
1