Nilesh Tripuraneni

1.5k total citations
11 papers, 85 citations indexed

About

Nilesh Tripuraneni is a scholar working on Artificial Intelligence, Statistics and Probability and Management Science and Operations Research. According to data from OpenAlex, Nilesh Tripuraneni has authored 11 papers receiving a total of 85 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Artificial Intelligence, 4 papers in Statistics and Probability and 2 papers in Management Science and Operations Research. Recurrent topics in Nilesh Tripuraneni's work include Gaussian Processes and Bayesian Inference (3 papers), Topic Modeling (2 papers) and Markov Chains and Monte Carlo Methods (2 papers). Nilesh Tripuraneni is often cited by papers focused on Gaussian Processes and Bayesian Inference (3 papers), Topic Modeling (2 papers) and Markov Chains and Monte Carlo Methods (2 papers). Nilesh Tripuraneni collaborates with scholars based in United States, United Kingdom and Germany. Nilesh Tripuraneni's co-authors include Zoubin Ghahramani, Michael I. Jordan, Jeffrey Regier, Chi Jin, Mitchell Stern, Richard E. Turner, Jeffrey Pennington, Mark Rowland, Ben Adlam and Christopher Ré and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Apollo (University of Cambridge) and HAL (Le Centre pour la Communication Scientifique Directe).

In The Last Decade

Nilesh Tripuraneni

10 papers receiving 74 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Nilesh Tripuraneni United States 6 72 22 19 10 9 11 85
Aymeric Dieuleveut France 4 38 0.5× 17 0.8× 17 0.9× 8 0.8× 3 0.3× 12 56
Jonathan Weed United States 5 24 0.3× 20 0.9× 5 0.3× 3 0.3× 11 1.2× 10 94
Eduard Gorbunov Russia 6 42 0.6× 5 0.2× 35 1.8× 19 1.9× 4 0.4× 14 70
Piotr Zwiernik United States 7 44 0.6× 43 2.0× 3 0.2× 2 0.2× 8 0.9× 19 104
Blake Woodworth United States 5 70 1.0× 2 0.1× 27 1.4× 8 0.8× 5 0.6× 9 94
Kofi P. Adragni United States 6 35 0.5× 55 2.5× 4 0.2× 1 0.1× 5 0.6× 10 100
Filip Hanzely Saudi Arabia 5 27 0.4× 2 0.1× 16 0.8× 6 0.6× 2 0.2× 8 63
Moubariz Z. Garaev Mexico 11 88 1.2× 6 0.3× 3 0.2× 14 1.4× 26 252
Tai Qin United States 3 46 0.6× 10 0.5× 4 0.2× 2 0.2× 3 107
Shapiro United States 6 49 0.7× 4 0.2× 4 0.2× 19 1.9× 6 0.7× 10 194

Countries citing papers authored by Nilesh Tripuraneni

Since Specialization
Citations

This map shows the geographic impact of Nilesh Tripuraneni's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nilesh Tripuraneni with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nilesh Tripuraneni more than expected).

Fields of papers citing papers by Nilesh Tripuraneni

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nilesh Tripuraneni. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nilesh Tripuraneni. The network helps show where Nilesh Tripuraneni may publish in the future.

Co-authorship network of co-authors of Nilesh Tripuraneni

This figure shows the co-authorship network connecting the top 25 collaborators of Nilesh Tripuraneni. A scholar is included among the top collaborators of Nilesh Tripuraneni based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nilesh Tripuraneni. Nilesh Tripuraneni is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

11 of 11 papers shown
1.
Tripuraneni, Nilesh, et al.. (2024). Choosing a Proxy Metric from Past Experiments. 5803–5812. 1 indexed citations
2.
Tripuraneni, Nilesh, Ben Adlam, & Jeffrey Pennington. (2021). Overparameterization Improves Robustness to Covariate Shift in High Dimensions. Neural Information Processing Systems. 34. 8 indexed citations
3.
Liu, Runjing, Jeffrey Regier, Nilesh Tripuraneni, Michael I. Jordan, & Jon McAuliffe. (2019). Rao-Blackwellized Stochastic Gradients for Discrete Distributions. International Conference on Machine Learning. 4023–4031. 3 indexed citations
4.
Tripuraneni, Nilesh, Mitchell Stern, Chi Jin, Jeffrey Regier, & Michael I. Jordan. (2018). Stochastic Cubic Regularization for Fast Nonconvex Optimization. Neural Information Processing Systems. 31. 2899–2908. 20 indexed citations
5.
Tripuraneni, Nilesh, Nicolas Flammarion, Francis Bach, & Michael I. Jordan. (2018). Averaging Stochastic Gradient Descent on Riemannian Manifolds. HAL (Le Centre pour la Communication Scientifique Directe). 1 indexed citations
6.
Tripuraneni, Nilesh, Mark Rowland, Zoubin Ghahramani, & Richard E. Turner. (2017). Magnetic hamiltonian Monte Carlo. Cambridge University Engineering Department Publications Database. 3453–3461. 13 indexed citations
7.
Dexter, Joseph P., Nilesh Tripuraneni, Tathagata Dasgupta, et al.. (2017). Quantitative criticism of literary relationships. Proceedings of the National Academy of Sciences. 114(16). E3195–E3204. 11 indexed citations
8.
Balog, Matej, Nilesh Tripuraneni, Zoubin Ghahramani, & Adrian Weller. (2017). Lost Relatives of the Gumbel Trick. Apollo (University of Cambridge). 371–379. 4 indexed citations
9.
Tripuraneni, Nilesh, Shixiang Gu, Hong Ge, & Zoubin Ghahramani. (2015). Particle Gibbs for Infinite Hidden Markov Models. Cambridge University Engineering Department Publications Database. 28. 2395–2403. 9 indexed citations
10.
Bauer, Steven, Max Kleiman‐Weiner, Daniel A. Roberts, et al.. (2013). Evaluating Stream Filtering for Entity Profile Updates for TREC 2013.. Text REtrieval Conference. 12 indexed citations
11.
Bauer, Steven, Max Kleiman‐Weiner, Daniel A. Roberts, et al.. (2013). Evaluating Stream Filtering for Entity Profile Updates for TREC 2013 (KBA Track Overview). 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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