Stephen Roberts

1. GPS tracking of the foraging movements of Manx Shearwaters <i>Puffinus puffinus</i> breeding on Skomer Island, Wales
   2008/03/29 by T. C. GUILFORD, Tim Guilford, J. MEADE +15 · 23 citations
   Environmental Science · #Avian ecology and behavior #Remote Sensing and LiDAR Applications #Wildlife-Road Interactions and Conservation
2. Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training
   2020/06/16 by Diego Granziol, Granziol, Diego, Stefan Zohren +3 · 7 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Effective Diversity in Population Based Reinforcement Learning
   2020/02/03 by Jack Parker-Holder, Parker-Holder, Jack, Aldo Pacchiano +5 · 7 citations
   Computer Science · Business, Management and Accounting · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Supply Chain and Inventory Management
4. One-Shot Transfer Learning of Physics-Informed Neural Networks
   2021/10/21 by Shaan Desai, Marios Mattheakis, Desai, Shaan +7 · 6 citations
   Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Nuclear Engineering Thermal-Hydraulics
5. Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits
   2020/02/06 by Jack Parker-Holder, Loc Nguyen, Parker-Holder, Jack +3 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
6. HumBugDB: A Large-scale Acoustic Mosquito Dataset
   2021/10/14 by Ivan Kiskin, Kiskin, Ivan, Marianne Sinka +28 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Animal Vocal Communication and Behavior #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #E.0 #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.1 #J.3 #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
7. Automated Machine Learning on Big Data using Stochastic Algorithm Tuning
   2014/07/30 by Thomas E. Nickson, Michael A. Osborne, Nickson, Thomas +5 · 3 citations
   Computer Science · Decision Sciences · #Gaussian Processes and Bayesian Inference #Advanced Bandit Algorithms Research #Machine Learning and Data Classification
8. A large-scale and PCR-referenced vocal audio dataset for COVID-19
   2022/12/15 by Jobie Budd, Budd, Jobie, Kieran Baker +49 · 2 citations
   Medicine · #Audio and Speech Processing (eess.AS) #COVID-19 diagnosis using AI #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques #Respiratory and Cough-Related Research #Sound (cs.SD) #electronic engineering #information engineering
9. Improved stochastic trace estimation using mutually unbiased bases
   2016/07/30 by Jack Fitzsimons, Michael A. Osborne, Fitzsimons, J. K. +5 · 1 citation
   Computer Science · Mathematics · #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Random Matrices and Applications
10. Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
    2022/12/15 by Harry Coppock, Coppock, Harry, The Alan Turing Institute +49 · 2 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Music and Audio Processing #Phonocardiography and Auscultation Techniques
11. Communication Communities in MOOCs
    2014/03/18 by Nabeel Gillani, Gillani, Nabeel, Rebecca Eynon +7 · 2 citations
    Computer Science · #Online Learning and Analytics #Topic Modeling #Text and Document Classification Technologies
12. Quantification of microplastic targets in environmental matrices using pyrolysis-gas chromatography-mass spectrometry
    2024/11/08 by Rebecca H. Peel, Charlotte Lloyd, Stephen Roberts +2 · 1 voice · 2 citations
    Environmental Science · #Effects and risks of endocrine disrupting chemicals #Microplastics and Plastic Pollution #Recycling and Waste Management Techniques
13. Balancing Reconstruction Quality and Regularisation in ELBO for VAEs
    2019/09/09 by Shu‐Yu Lin, Lin, Shuyu, Stephen Roberts +5 · 1 citation
    Engineering · #Advancements in Photolithography Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Non-Destructive Testing Techniques
14. The ATLAS Virtual Research Assistant
    2025/06/11 by H. F. Stevance, K. W. Smith, Stevance, H. F. +14 · 2 voices · 3 citations
    Physics and Astronomy · Computer Science · #Particle physics theoretical and experimental studies #Particle Detector Development and Performance #Computational Physics and Python Applications
15. Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
    2021/06/30 by Jack Parker-Holder, Loc Nguyen, Parker-Holder, Jack +6 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Reinforcement Learning in Robotics
16. On-the-fly Strategy Adaptation for ad-hoc Agent Coordination
    2022/03/08 by Jaleh Zand, Zand, Jaleh, Jack Parker-Holder +3 · 1 citation
    Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Sports Analytics and Performance
17. The instabilities of large learning rate training: a loss landscape view
    2023/07/22 by Lawrence Wang, Wang, Lawrence, Stephen Roberts +1 · 1 citation
    Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum many-body systems
18. Mosquito detection with low-cost smartphones: data acquisition for malaria research
    2017/11/16 by Yunpeng Li, Davide Zilli, Li, Yunpeng +10 · 2 citations
    Medicine · Computer Science · #Mosquito-borne diseases and control #Data Stream Mining Techniques #ICT in Developing Communities
19. Observations of the seiche that shook the world
    2025/06/03 by Thomas Monahan, Tianning Tang, Stephen Roberts +1 · 1 voice · 1 citation
    Earth and Planetary Sciences · #Geophysics and Gravity Measurements #Geology and Paleoclimatology Research #Oceanographic and Atmospheric Processes
20. Efficient State-Space Inference of Periodic Latent Force Models
    2013/10/23 by Steven Reece, Stephen Roberts, Reece, Steven +7 · 1 citation
    Computer Science · Engineering · #Building Energy and Comfort Optimization #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
21. Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies
    2023/07/07 by Liu, Tom, Stephen Roberts, Stefan Zohren +2 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Economics and business #Financial Markets and Investment Strategies #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)