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Javier Duarte

UC San Diego

Building Machine Learning Challenges for Anomaly Detection in Science

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Mar 03, 2025
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Neural Architecture Codesign for Fast Physics Applications

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Jan 09, 2025
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Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks

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Dec 05, 2024
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Learning Symmetry-Independent Jet Representations via Jet-Based Joint Embedding Predictive Architecture

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Dec 05, 2024
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Interpreting Transformers for Jet Tagging

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Dec 04, 2024
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SymbolFit: Automatic Parametric Modeling with Symbolic Regression

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Nov 15, 2024
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Reliable edge machine learning hardware for scientific applications

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Jun 27, 2024
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Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics

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Feb 19, 2024
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Sets are all you need: Ultrafast jet classification on FPGAs for HL-LHC

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Feb 02, 2024
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Neural Architecture Codesign for Fast Bragg Peak Analysis

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Dec 12, 2023
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