Projects per year
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Dive into the research topics where Sanjeev Arora is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
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AF: Small: Linear Algebra++ and Applications to Machine Learning
NSF - National Science Foundation
6/15/15 → 5/31/19
Project: Research project
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AF: Medium: Towards Provable Bounds for Machine Learning
NSF - National Science Foundation
9/1/13 → 8/31/17
Project: Research project
Research Output
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A convergence analysis of gradient descent for deep linear neural networks
Arora, S., Golowich, N., Cohen, N. & Hu, W., Jan 1 2019.Research output: Contribution to conference › Paper › peer-review
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A convergence analysis of gradient descent for deep linear neural networks
Arora, S., Golowich, N., Cohen, N. & Hu, W., Jan 1 2019.Research output: Contribution to conference › Paper › peer-review
13 Scopus citations -
A simple but tough-to-beat baseline for sentence embeddings
Arora, S., Liang, Y. & Ma, T., Jan 1 2019.Research output: Contribution to conference › Paper › peer-review
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A theoretical analysis of contrastive unsupervised representation learning
Arora, S., Khandeparkar, H., Khodak, M., Plevrakis, O. & Saunshi, N., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 9904-9923 20 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Explaining landscape connectivity of low-cost solutions for multilayer nets
Kuditipudi, R., Wang, X., Lee, H., Zhang, Y., Li, Z., Hu, W., Arora, S. & Ge, R., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations