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Surbhi Goel
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Surbhi Goel16 visible / 16 total nodes / 33 links

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Co-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalSurbhi GoelASurbhi GoelResearcherLearning When to Stop: Selective Imitation Learning Under Arbitrary Dynamics ShiftWLearning When to Stop: ...preprint / 2026Weight Clipping for Robust Conformal Inference under Unbounded Covariate ShiftsWWeight Clipping for Rob...preprint / 2026James WangAJames WangResearcherJonathan PeiAJonathan PeiResearcherMachine LearningTMachine Learning49008 worksRecurrent Convolutional Neural Networks Learn Succinct Learning AlgorithmsWRecurrent Convolutional...preprint / 2023From Boltzmann Machines to Neural Networks and Back AgainWFrom Boltzmann Machines...preprint / 2020Recovering the Lowest Layer of Deep Networks with High Threshold ActivationsWRecovering the Lowest L...preprint / 2020Reliably Learning the ReLU in Polynomial TimeWReliably Learning the R...preprint / 2016Inductive Biases and Variable Creation in Self-Attention MechanismsWInductive Biases and Va...preprint / 2022Efficiently Learning Adversarially Robust Halfspaces with NoiseWEfficiently Learning Ad...preprint / 2020Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational LimitWHidden Progress in Deep...preprint / 2023Understanding Contrastive Learning Requires Incorporating Inductive BiasesWUnderstanding Contrasti...preprint / 2022Anti-Concentrated Confidence Bonuses for Scalable ExplorationWAnti-Concentrated Confi...preprint / 2022Learning Mixtures of Graphs from Epidemic CascadesWLearning Mixtures of Gr...preprint / 2020
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Surbhi Goel

Researcher

PaperLearning When to Stop: Selective Imitation Learning Under Arbitrary Dynamics ShiftAuthorship / preprint / 2026PaperWeight Clipping for Robust Conformal Inference under Unbounded Covariate ShiftsAuthorship / preprint / 2026PersonJames WangCo-authorship / ResearcherPersonJonathan PeiCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperRecurrent Convolutional Neural Networks Learn Succinct Learning AlgorithmsAuthorship / preprint / 2023PaperFrom Boltzmann Machines to Neural Networks and Back AgainAuthorship / preprint / 2020PaperRecovering the Lowest Layer of Deep Networks with High Threshold ActivationsAuthorship / preprint / 2020

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