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Stephen J. Roberts
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Stephen J. Roberts16 visible / 16 total nodes / 33 links

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Co-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipStephen J. RobertsAStephen J. RobertsResearcherDeRegiME: Deep Regime Mixtures for Probabilistic Forecasting under Distribution ShiftWDeRegiME: Deep Regime M...preprint / 2026Stefan ZohrenAStefan ZohrenResearcherKieran WoodAKieran WoodResearcherMachine LearningTMachine Learning49008 worksThe Effect of Prior Lipschitz Continuity on the Adversarial Robustness of Bayesian Neural NetworksWThe Effect of Prior Lip...preprint / 2021DeePM: Regime-Robust Deep Learning for Systematic Macro Portfolio ManagementWDeePM: Regime-Robust De...preprint / 2026A Variational Bayesian State-Space Approach to Online Passive-Aggressive RegressionWA Variational Bayesian ...preprint / 2015p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series ForecastingWp-Markov Gaussian Proce...preprint / 2015On-the-fly Strategy Adaptation for ad-hoc Agent CoordinationWOn-the-fly Strategy Ada...preprint / 2022Stochastic processes and feedback-linearisation for online identification and Bayesian adaptive control of fully-actuated mechanical systemsWStochastic processes an...preprint / 2014Ghost in the time series: no planet for Alpha Cen BWGhost in the time serie...preprint / 2015Bayesian one-mode projection for dynamic bipartite graphsWBayesian one-mode proje...preprint / 2012Efficient Bayesian Nonparametric Modelling of Structured Point ProcessesWEfficient Bayesian Nonp...preprint / 2014Variational Inference for Gaussian Process Modulated Poisson ProcessesWVariational Inference f...preprint / 2015Revisiting Design Choices in Offline Model-Based Reinforcement LearningWRevisiting Design Choic...preprint / 2022
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Stephen J. Roberts

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PaperDeRegiME: Deep Regime Mixtures for Probabilistic Forecasting under Distribution ShiftAuthorship / preprint / 2026PersonStefan ZohrenCo-authorship / ResearcherPersonKieran WoodCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperThe Effect of Prior Lipschitz Continuity on the Adversarial Robustness of Bayesian Neural NetworksAuthorship / preprint / 2021PaperDeePM: Regime-Robust Deep Learning for Systematic Macro Portfolio ManagementAuthorship / preprint / 2026PaperA Variational Bayesian State-Space Approach to Online Passive-Aggressive RegressionAuthorship / preprint / 2015Paperp-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series ForecastingAuthorship / preprint / 2015

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