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Dive into the research topics where Ohad Shamir is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization
Kornowski, G. & Shamir, O., 2024, In: Journal of Machine Learning Research. 25, 122, 14 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile -
Depth Separation in Norm-Bounded Infinite-Width Neural Networks
Parkinson, S., Ongie, G., Willett, R., Shamir, O. & Srebro, N., 2024, In: Proceedings of Machine Learning Research. 247, p. 4082-4114 33 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Generalization in Kernel Regression Under Realistic Assumptions
Barzilai, D. & Shamir, O., 2024, In: Proceedings of Machine Learning Research. 235, p. 3096-3132 37 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
On the Hardness of Meaningful Local Guarantees in Nonsmooth Nonconvex Optimization
Kornowski, G., Padmanabhan, S. & Shamir, O., 16 Sep 2024, (In preparation) In: arxiv.org. 27 p.Research output: Contribution to journal › Article
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Open Problem: Anytime Convergence Rate of Gradient Descent
Kornowski, G. & Shamir, O., 2024, In: Proceedings of Machine Learning Research. 247, p. 5335-5339 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access