Data Analysis, AI and ML I
ORAL · K08 · ID: 50155
Presentations
-
Solving Combinatorial Problems at Particle Colliders Using Machine Learning
ORAL
–
Publication: Planned arxiv and PRL submission for late December 2021 or early January 2022.
Presenters
-
Lawrence Lee
Harvard University
Authors
-
Anthony Badea
Massachusetts Institute of Technology MI
-
Lawrence Lee
Harvard University
-
-
Combining Deep Sets and Dynamic Graph Convolutional Neural Networks for Collider Event Classification
ORAL
–
Publication: Planned paper: Deep Sets and Dynamic Graph Convolutional Neural Networks for Collider Event Classification
Presenters
-
Delon Shen
University of Texas at Austin
Authors
-
Delon Shen
University of Texas at Austin
-
Peter E Onyisi
University of Texas at Austin
-
Jesse D Thaler
Massachusetts Institute of Technology MIT
-
-
Monotonic and Robust Neural Networks
ORAL
–
Publication: Machine Learning and the Physical Sciences Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS)<br>https://arxiv.org/abs/2112.00038
Presenters
-
Ouail Kitouni
Massachusetts Institute of Technology MI
Authors
-
Ouail Kitouni
Massachusetts Institute of Technology MI
-
Mike Williams
Massachusetts Institute of Technology MIT
-
Niklas Nolte
Massachusetts Institute of Technology
-
-
Moment Unfolding using Deep Learning
ORAL
–
Presenters
-
Krish Desai
University of California, Berkeley
Authors
-
Krish Desai
University of California, Berkeley
-
Benjamin Nachman
Lawrence Berkeley National Laboratory, LBNL
-
Jesse D Thaler
Massachusetts Institute of Technology MIT
-
-
Using symmetries and transformers to build better latent spaces for di-jet representation learning
ORAL
–
Presenters
-
Radha R Mastandrea
University of California Berkeley
Authors
-
Radha R Mastandrea
University of California Berkeley
-
Benjamin Nachman
Lawrence Berkeley National Laboratory, LBNL
-
Barry M Dillon
Institut f¨ur Theoretische Physik
-
-
Quark and Gluon Tagging Calibration with the ATLAS detector
ORAL
–
Presenters
-
Haoran Zhao
University of Washington
Authors
-
Haoran Zhao
University of Washington
-
Shih-Chieh Hsu
University of Washington
-
Ke Li
University of Washington
-
Wanyun Su
Shanghai Jiao Tong University
-
-
Can You Hear the Shape of A Jet?
ORAL
–
Presenters
-
Rikab Gambhir
Massachusetts Institute of Technology
Authors
-
Rikab Gambhir
Massachusetts Institute of Technology
-
Jesse D Thaler
Massachusetts Institute of Technology MIT
-
Akshunna S Dogra
Imperial College London
-
Demba Ba
Harvard
-
-
Jet-level Anomaly Detection in the ATLAS Y->XH Search with a Variational Recurrent Neural Network
ORAL
–
Presenters
-
Gabriel P Matos
Columbia Univ Nevis Lab
Authors
-
Gabriel P Matos
Columbia Univ Nevis Lab
-