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Nanosecond machine learning event classification with boosted decision
  trees in FPGA for high energy physics

Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics

7 April 2021
Tae Min Hong
B. Carlson
Brandon Eubanks
Stephen Racz
Stephen Roche
J. Stelzer
Daniel C. Stumpp
ArXivPDFHTML

Papers citing "Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics"

5 / 5 papers shown
Title
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning
Sanghwan Bae
Jiwoo Hong
Min Young Lee
Hanbyul Kim
Jeongyeon Nam
Donghyun Kwak
OffRL
LRM
48
3
0
04 Apr 2025
PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant
  Aggregator Network for Particle Physics
PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle Physics
A. Bogatskiy
Timothy Hoffman
David W. Miller
Jan T. Offermann
16
30
0
01 Nov 2022
Physics Community Needs, Tools, and Resources for Machine Learning
Physics Community Needs, Tools, and Resources for Machine Learning
Philip C. Harris
E. Katsavounidis
W. McCormack
D. Rankin
Yongbin Feng
...
De-huai Chen
Mark S. Neubauer
Javier Mauricio Duarte
G. Karagiorgi
Miaoyuan Liu
AI4CE
11
3
0
30 Mar 2022
Machine Learning in the Search for New Fundamental Physics
Machine Learning in the Search for New Fundamental Physics
G. Karagiorgi
Gregor Kasieczka
S. Kravitz
Benjamin Nachman
David Shih
AI4CE
31
113
0
07 Dec 2021
Fast inference of deep neural networks in FPGAs for particle physics
Fast inference of deep neural networks in FPGAs for particle physics
Javier Mauricio Duarte
Song Han
Philip C. Harris
S. Jindariani
E. Kreinar
...
J. Ngadiuba
M. Pierini
R. Rivera
N. Tran
Zhenbin Wu
AI4CE
75
386
0
16 Apr 2018
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