--- title: "Satyen Kale — author profile and papers — Elamur Research" description: "Satyen Kale: 2 papers on Elamur Research (2019–2020), h-index 35 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/satyen-kale/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/satyen-kale/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Satyen Kale # Satyen Kale Satyen Kale has 2 papers in our library, in 2019–2020; often with [Frederick Liu](https://md.research.elamur.ai/free/en/authors/frederick-liu/), [Mukund Sundararajan](https://md.research.elamur.ai/free/en/authors/mukund-sundararajan/), [Sanjiv Kumar](https://md.research.elamur.ai/free/en/authors/sanjiv-kumar/). 2 papers in our library · 2019–2020 [OpenAlex](https://openalex.org/A5114021051) · [**h-index 35**](https://openalex.org/authors/A5114021051) · [146 works](https://openalex.org/works?filter=author.id:A5114021051) · [8,328 citations](https://openalex.org/works?filter=author.id:A5114021051&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/satyen-kale/#papers) · [🔗 Cited 221 times in our library](https://md.research.elamur.ai/free/en/authors/satyen-kale/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1731](https://md.research.elamur.ai/free/en/paper-stars/page/18/#star-1731) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Satyen+Kale) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Satyen+Kale) · [dblp](https://dblp.org/search?q=Satyen+Kale) · [ACL Anthology](https://aclanthology.org/search/?q=Satyen+Kale) ## Affiliations [🏢**Google** Mountain View · United States 2017–2025 · 30 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Princeton University** Princeton · United States 2004–2024 · 12 papers](https://md.research.elamur.ai/free/en/universities/princeton-university/) · [🏢**Yahoo** Sunnyvale · United States 2009–2017 · 12 papers](https://md.research.elamur.ai/free/en/companies/yahoo/) · [🏢**Yahoo** London · United Kingdom 2010–2016 · 10 papers](https://md.research.elamur.ai/free/en/companies/yahoo-united-kingdom/) · [🔬**IBM Research - Thomas J. Watson Research Center** Yorktown Heights · United States 2009–2013 · 7 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-thomas-j-watson-research-center/) · [🏢**Microsoft** Redmond · United States 2007–2009 · 5 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**IBM** Armonk · United States 2009–2013 · 4 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🏢**Alphabet** Mountain View · United States 2017–2020 · 3 papers](https://md.research.elamur.ai/free/en/companies/alphabet/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Numerical Analysis · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/numerical-analysis/) ## Works by year ### 2020s [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/satyen-kale/year/2020/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/satyen-kale/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[On the Convergence of Adam and Beyond](https://md.research.elamur.ai/free/en/papers/reddi-2019-convergence-adam/)** *(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. **[Estimating Training Data Influence by Tracing Gradient Descent](https://md.research.elamur.ai/free/en/papers/pruthi-2020-estimating-training-data-influence-tracing/)** *(2020 · 223 citations)* The paper asks which training examples are responsible for a model's prediction on a given input. The authors propose TracIn. It attributes to each training example the drop in the test example's loss that occurred during the optimization steps where that example was used. The exact version would require knowing the… ## All works 3 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 Beyond arXiv:1904.09237**Sashank J. Reddi, Satyen Kale, Sanjiv Kumar*2019 · 1,598 citations*](https://md.research.elamur.ai/free/en/papers/reddi-2019-convergence-adam/) 2. **[Algorithms for portfolio management based on the Newton method ↗](https://doi.org/10.1145/1143844.1143846) International Conference on Machine Learning · no summary yet**Amit Agarwal et al.*2006 · 231 citations* 3. [**Estimating Training Data Influence by Tracing Gradient Descent arXiv:2002.08484**Garima Pruthi, Frederick Liu, Mukund Sundararajan, et al.*2020 · 223 citations*](https://md.research.elamur.ai/free/en/papers/pruthi-2020-estimating-training-data-influence-tracing/) ## Co-authors here 4 co-authors with a page, the most papers together first. - [Frederick Liu](https://md.research.elamur.ai/free/en/authors/frederick-liu/) - [Mukund Sundararajan](https://md.research.elamur.ai/free/en/authors/mukund-sundararajan/) - [Sanjiv Kumar](https://md.research.elamur.ai/free/en/authors/sanjiv-kumar/) - [Sashank Jakkam Reddi](https://md.research.elamur.ai/free/en/authors/sashank-jakkam-reddi/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - International Conference on Machine Learning ## Cited by Papers of our library cite their works 221 times (of the 149,439 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/satyen-kale/cited-by/). Updated 2 November 2026