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Disambiguation of "Kuzborskij, Ilja"

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Data-Dependent Stability of Stochastic Gradient Descent

, and . (2017)cite arxiv:1703.01678.

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Olga Iljassova-Morger

Ilja Westermann

Ilja Winnitzky

Ilja Bohnet

Ilja Gunkel

 

Other publications of authors with the same name

Tighter PAC-Bayes Bounds Through Coin-Betting., , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 2240-2264. PMLR, (2023)Stability and Hypothesis Transfer Learning., and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 942-950. JMLR.org, (2013)Locally-Adaptive Nonparametric Online Learning., and . NeurIPS, (2020)Data-Dependent Stability of Stochastic Gradient Descent., and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2820-2829. PMLR, (2018)Nonparametric Regression with Shallow Overparameterized Neural Networks Trained by GD with Early Stopping., and . COLT, volume 134 of Proceedings of Machine Learning Research, page 2853-2890. PMLR, (2021)PAC-Bayes Analysis Beyond the Usual Bounds., , , and . NeurIPS, (2020)Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting., , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 640-648. PMLR, (2021)On Optimality of Meta-Learning in Fixed-Design Regression with Weighted Biased Regularization., , and . CoRR, (2020)Efficient Linear Bandits through Matrix Sketching., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 177-185. PMLR, (2019)Stability & Generalisation of Gradient Descent for Shallow Neural Networks without the Neural Tangent Kernel., and . NeurIPS, page 8609-8621. (2021)