Concepedia

Nilesh Tripuraneni

NT

14

Publications

426

Citations

12

H-Index

2013

Active since

Affiliations

University of California, Berkeley(Current)

University of Cambridge

Massachusetts Institute of Technology

Nilesh Tripuraneni is an author at University of California, Berkeley specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceInverse ProblemsStatisticsDeep LearningRobot LearningConvex OptimizationSupervised Learning

Publications per year

2013–2021

14

Publications

14

Stochastic Cubic Regularization for Fast Nonconvex Optimization

Nilesh Tripuraneni, Mitchell Stern, Chi Jin et al. · Neural Information Processing Systems · 2018 · 63 citations

Mathematical Programming, Numerical Analysis, Engineering +15

On the Theory of Transfer Learning: The Importance of Task Diversity

Nilesh Tripuraneni, Michael I. Jordan, Chi Jin · arXiv (Cornell University) · 2020 · 59 citations · Full text

Engineering, Machine Learning, Educational Psychology +22

Provable Meta-Learning of Linear Representations

Nilesh Tripuraneni, Chi Jin, Michael I. Jordan · arXiv (Cornell University) · 2020 · 52 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +17

Quantitative criticism of literary relationships

Joseph P. Dexter, Theodore Katz, Nilesh Tripuraneni et al. · Proceedings of the National Academy of Sciences · 2017 · 51 citations · Full text

Stochastic Cubic Regularization for Fast Nonconvex Optimization

Nilesh Tripuraneni, Mitchell Stern, Chi Jin et al. · arXiv (Cornell University) · 2017 · 46 citations · Full text

Numerical Analysis, Engineering, Machine Learning +14

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