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Sashank Jakkam Reddi

Sashank Jakkam Reddi has 2 papers in our library, in 2019; often with Sanjiv Kumar, Ankit Singh Rawat, Satyen Kale.

2 papers in our library · 2019

OpenAlex · h-index 30 · 83 works · 4,952 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 221 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #1841

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏢GoogleMountain View · United States2018–2025 · 36 paperscurrent🎓Carnegie Mellon UniversityPittsburgh · United States2012–2022 · 21 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksMathematics · 1 workNumerical Analysis · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work

 Works by year

2010s

20192 papers

 Papers

The most cited first (OpenAlex and our library).

  1. On the Convergence of Adam and Beyond (2019 · 1,598 citations)
    Adaptive optimizers such as RMSProp, Adam, AdaDelta and NAdam scale each gradient coordinate by the root of an exponential moving average of past squared gradients.
  2. Are Transformers universal approximators of sequence-to-sequence functions? (2019 · 97 citations)
    Transformers are widely used for NLP, but it has been unclear which sequence-to-sequence mappings they can actually represent.

All works

6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. On the Convergence of Adam and BeyondarXiv:1904.09237Sashank J. Reddi, Satyen Kale, Sanjiv Kumar2019 · 1,598 citations
  2. On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetAaditya Ramdas et al.2015 · 115 citations
  3. Are Transformers universal approximators of sequence-to-sequence functions?arXiv:1912.10077Chulhee Yun, Srinadh Bhojanapalli, Ankit Singh Rawat, et al.2019 · 97 citations
  4. Proximal stochastic methods for nonsmooth nonconvex finite-sum optimization ↗neural information processing systems · no summary yetSashank Jakkam Reddi et al.2016 · 96 citations
  5. A Generic Approach for Escaping Saddle points ↗arXiv (Cornell University) · no summary yetSashank Jakkam Reddi et al.2017 · 52 citations
  6. Reasoning with Latent Thoughts: On the Power of Looped Transformers ↗arXiv:2502.17416 · no summary yetNikunj Saunshi et al.2025 · 44 citations

 Co-authors here

3 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 221 times (of the 149,439 papers whose bibliographies we read); 33 citing papers with a page here →.

Updated

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