Sherpa: Robust Hyperparameter Optimization for Machine Learning

Sherpa: Robust Hyperparameter Optimization for Machine Learning

8 May 2020

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Papers citing "Sherpa: Robust Hyperparameter Optimization for Machine Learning"

16 / 16 papers shown

Title
Antenna Near-Field Reconstruction from Far-Field Data Using Convolutional Neural Networks Sahar Bagherkhani Jackson Christopher Earls Franco De Flaviis Pierre Baldi 37 0 0 23 Apr 2025
Sparse Phased Array Optimization Using Deep LearningTopical Conference on Antennas and Propagation in Wireless Communications (APWC), 2025 David Lu Lior Maman Jackson Earls Amir Boag Pierre Baldi 117 0 0 23 Apr 2025
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps ApproachACM Computing Surveys (ACM CSUR), 2024 Firas Bayram Bestoun S. Ahmed OOD 117 7 0 28 Oct 2024
Distilling Machine Learning's Added Value: Pareto Fronts in Atmospheric ApplicationsArtificial Intelligence for the Earth Systems (AI4ES), 2024 Tom Beucler Arthur Grundner Sara Shamekh Peter Ukkonen Matthew Chantry Ryan Lagerquist 181 3 0 04 Aug 2024
A Review and Comparison of AI Enhanced Side Channel Analysis Max Panoff H. Yu Haoqi Shan Yier Jin AAML 73 19 0 03 Feb 2024
Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data S. Yellapantula 35 0 0 11 Dec 2023
Interpretable Joint Event-Particle Reconstruction for Neutrino Physics at NOvA with Sparse CNNs and Transformers Alexander Shmakov A. Yankelevich Jianming Bian Pierre Baldi BDL ViT 90 2 0 10 Mar 2023
Deep Learning Models of the Discrete Component of the Galactic Interstellar Gamma-Ray Emission Alexander Shmakov Mohammadamin Tavakoli Pierre Baldi C. Karwin Alex Broughton S. Murgia 31 1 0 06 Jun 2022
Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation Mohammadamin Tavakoli Alexander Shmakov Francesco Ceccarelli Pierre Baldi GNN 130 9 0 02 Jan 2022
Deep Learning Based Cloud Cover Parameterization for ICONJournal of Advances in Modeling Earth Systems (JAMES), 2021 Arthur Grundner Tom Beucler Pierre Gentine Fernando Iglesias‐Suarez M. Giorgetta Veronika Eyring 140 31 0 21 Dec 2021
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO Katharina Eggensperger Philip Muller Neeratyoy Mallik Matthias Feurer René Sass Aaron Klein Noor H. Awad Marius Lindauer Katharina Eggensperger 318 116 0 14 Sep 2021
SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving AttentionSciPost Physics (SciPost Phys.), 2021 Alexander Shmakov M. Fenton Ta-Wei Ho Shih-Chieh Hsu D. Whiteson Pierre Baldi 127 35 0 07 Jun 2021
Detecting Pulmonary Coccidioidomycosis (Valley fever) with Deep Convolutional Neural Networks J. Ott D. Bruyette Cody L. Arbuckle Dylan Balsz S. Hecht L. Shubitz Pierre Baldi MedIm 92 0 0 30 Jan 2021
Deep-Learning-Based Kinematic Reconstruction for DUNE Junze Liu J. Ott Julian Collado B. Jargowsky Wenjie Wu J. Bian Pierre Baldi 64 12 0 11 Dec 2020
Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks M. Fenton Alexander Shmakov Ta-Wei Ho S. Hsu D. Whiteson Pierre Baldi 196 41 0 19 Oct 2020
A Fortran-Keras Deep Learning Bridge for Scientific ComputingScientific Programming (SP), 2020 J. Ott M. Pritchard Natalie Best Erik J. Linstead M. Curcic Pierre Baldi AI4CE 127 104 0 14 Apr 2020

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