Concepedia

Santiago Paternain

SP

Statistics

Publications

17

Citations

449

H-Index

13

Active since

2014

Affiliations

University of Pennsylvania(Current)

Rensselaer Polytechnic Institute

Massachusetts Institute of Technology

University of California, Berkeley

American Institute of Aeronautics and Astronautics

Santiago Paternain is an author at University of Pennsylvania specializing in engineering, mathematical programming, and computer science.

Top concepts

EngineeringMathematical ProgrammingComputer ScienceMachine LearningArtificial IntelligenceRobot LearningConvex OptimizationGame TheoryInverse ProblemsOperations Research

Publications per year

2014–2024

17

Publications

17

Safe Policies for Reinforcement Learning via Primal-Dual Methods

Santiago Paternain, Miguel Calvo-Fullana, Luiz F. O. Chamon et al. · IEEE Transactions on Automatic Control · 2022 · 79 citations

Artificial Intelligence, Mathematical Programming, Engineering +13

Decentralized Online Learning With Kernels

Alec Koppel, Santiago Paternain, Cédric Richard et al. · IEEE Transactions on Signal Processing · 2018 · 59 citations · Full text

Artificial Intelligence, Kernel Dictionaries, Machine Learning +12

Online Learning of Feasible Strategies in Unknown Environments

Santiago Paternain, Alejandro Ribeiro · IEEE Transactions on Automatic Control · 2016 · 43 citations

Artificial Intelligence, Mathematical Programming, Engineering +18

A Newton-Based Method for Nonconvex Optimization with Fast Evasion of Saddle Points

Santiago Paternain, Aryan Mokhtari, Alejandro Ribeiro · SIAM Journal on Optimization · 2019 · 36 citations

Mathematical Programming, Numerical Analysis, Engineering +18

Interior point method for dynamic constrained optimization in continuous time

Mahyar Fazlyab, Santiago Paternain, Víctor M. Preciado et al. · 2016 · 30 citations

Mathematical Programming, Numerical Analysis, Engineering +13

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