🧑‍🔬 Satyen Kale

🏛️ Affiliations

🏢GoogleMountain View · United States2017–2025 · 30 papers🎓Princeton UniversityPrinceton · United States2004–2024 · 12 papers🏢YahooSunnyvale · United States2009–2017 · 12 papers🏢YahooLondon · United Kingdom2010–2016 · 10 papers🔬IBM Research - Thomas J. Watson Research CenterYorktown Heights · United States2009–2013 · 7 papers🏢MicrosoftRedmond · United States2007–2009 · 5 papers🏢IBMArmonk · United States2009–2013 · 4 papers🏢AlphabetMountain View · United States2017–2020 · 3 papers

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.

📅 Works by year

2020s

2010s

📄 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. Estimating Training Data Influence by Tracing Gradient Descent (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 BeyondarXiv:1904.09237Sashank J. Reddi, Satyen Kale, Sanjiv Kumar2019 · 1,598 citations
2. Algorithms for portfolio management based on the Newton method ↗International Conference on Machine Learning · no summary yetAmit Agarwal et al.2006 · 231 citations
3. Estimating Training Data Influence by Tracing Gradient DescentarXiv:2002.08484Garima Pruthi, Frederick Liu, Mukund Sundararajan, et al.2020 · 223 citations

🤝 Co-authors here

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

• Frederick Liu
• Mukund Sundararajan
• Sanjiv Kumar
• 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 →.

Updated 2 November 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/satyen-kale/