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Sebastian U. Stich
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Sebastian U. Stich17 visible / 17 total nodes / 36 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalSebastian U. StichASebastian U. StichResearcherLoRA vs. Full Fine-Tuning: A Theoretical PerspectiveWLoRA vs. Full Fine-Tuni...preprint / 2026Learning When to AdaptWLearning When to Adaptpreprint / 2026Ali ZindariAAli ZindariResearcherRotem MulayoffARotem MulayoffResearcherXiaowen JiangAXiaowen JiangResearcherMachine LearningTMachine Learning49008 worksCritical Parameters for Scalable Distributed Learning with Large Batches and Asynchronous UpdatesWCritical Parameters for...preprint / 2021Optimization of Convex Functions with Random PursuitWOptimization of Convex ...preprint / 2012On low complexity Acceleration Techniques for Randomized Optimization: Supplementary Online MaterialWOn low complexity Accel...preprint / 2014Variable Metric Random PursuitWVariable Metric Random ...preprint / 2014Tackling benign nonconvexity with smoothing and stochastic gradientsWTackling benign nonconv...preprint / 2022Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated LearningWSharper Convergence Gua...preprint / 2022Dynamic Model Pruning with FeedbackWDynamic Model Pruning w...preprint / 2020Don't Use Large Mini-Batches, Use Local SGDWDon't Use Large Mini-Ba...preprint / 2020Sequential Subspace Noise Injection Prevents Accuracy Collapse in Certified UnlearningWSequential Subspace Noi...preprint / 2026An Improved Analysis of Gradient Tracking for Decentralized Machine LearningWAn Improved Analysis of...preprint / 2022
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Sebastian U. Stich

Researcher

PaperLoRA vs. Full Fine-Tuning: A Theoretical PerspectiveAuthorship / preprint / 2026PaperLearning When to AdaptAuthorship / preprint / 2026PersonAli ZindariCo-authorship / ResearcherPersonRotem MulayoffCo-authorship / ResearcherPersonXiaowen JiangCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperCritical Parameters for Scalable Distributed Learning with Large Batches and Asynchronous UpdatesAuthorship / preprint / 2021PaperOptimization of Convex Functions with Random PursuitAuthorship / preprint / 2012

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