Concepedia

Suriya Gunasekar

SG

Statistics

Publications

20

Citations

968

H-Index

17

Active since

2012

Affiliations

Toyota Technological Institute at Chicago(Current)

Technion – Israel Institute of Technology

The University of Texas at Austin

Southern California University for Professional Studies

University of Southern California

Suriya Gunasekar is an author at Toyota Technological Institute at Chicago specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceStatisticsKnowledge DiscoveryApproximation TheoryArtificial IntelligenceMathematical ProgrammingMedicine

Publications per year

2012–2024

20

Publications

20

Characterizing Implicit Bias in Terms of Optimization Geometry

Suriya Gunasekar, Jason D. Lee, Daniel Soudry et al. · International Conference on Machine Learning · 2018 · 153 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +17

Learning Non-Discriminatory Predictors

Blake Woodworth, Suriya Gunasekar, Mesrob I. Ohannessian et al. · arXiv (Cornell University) · 2017 · 124 citations · Full text

Artificial Intelligence, Non-discriminatory Predictors, Engineering +17

Textbooks Are All You Need

Suriya Gunasekar, Yi Zhang, Jyoti Aneja et al. · arXiv (Cornell University) · 2023 · 96 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +19

Kernel and Rich Regimes in Overparametrized Models

Blake Woodworth, Suriya Gunasekar, Jason D. Lee et al. · arXiv (Cornell University) · 2019 · 66 citations · Full text

Learning Non-Discriminatory Predictors

Blake Woodworth, Suriya Gunasekar, Mesrob I. Ohannessian et al. · Conference on Learning Theory · 2017 · 55 citations

Artificial Intelligence, Non-discriminatory Predictors, Engineering +17

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