Concepedia

Gautam Kamath

GK

30

Publications

1K

Citations

19

H-Index

2012

Active since

Affiliations

Massachusetts Institute of Technology(Current)

University of Waterloo

University of Southern California

Google (United States)

University of California San Diego

Gautam Kamath is an author at Massachusetts Institute of Technology specializing in engineering, statistics, and computer science.

Top concepts

EngineeringStatisticsComputer ScienceStatistical InferenceData ScienceData PrivacyProbabilityPrivacyMachine LearningComputational Complexity

Publications per year

2012–2024

30

Publications

30

Sever: A Robust Meta-Algorithm for Stochastic Optimization

Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane et al. · eScholarship (California Digital Library) · 2018 · 97 citations

Mathematical Programming, Spam Dataset, Large-scale Global Optimization +18

Being Robust (in High Dimensions) Can Be Practical

Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane et al. · arXiv (Cornell University) · 2017 · 72 citations · Full text

High Dimensions, Engineering, Data Science +15

Sever: A Robust Meta-Algorithm for Stochastic Optimization

Ilias Diakonikolas, Gautam Kamath, Daniel M. Kane et al. · arXiv (Cornell University) · 2018 · 67 citations · Full text

Mathematical Programming, Spam Dataset, Large-scale Global Optimization +18

Remember What You Want to Forget: Algorithms for Machine Unlearning

Ayush Sekhari, Jayadev Acharya, Gautam Kamath et al. · arXiv (Cornell University) · 2021 · 67 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +21

Optimal testing for properties of distributions

Jayadev Acharya, Constantinos Daskalakis, Gautam Kamath · DSpace@MIT (Massachusetts Institute of Technology) · 2015 · 59 citations · Full text

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