Gautam Kamath
National Institute of Technology Karnataka(IN)University of Waterloo(CA)Vector Institute(CA)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Machine Learning and Algorithms, Cryptography and Data Security, Adversarial Robustness in Machine Learning, Stochastic Gradient Optimization Techniques
Most-Cited Works
- Sever: A Robust Meta-Algorithm for Stochastic Optimization(2018)
- → Being Robust (in High Dimensions) Can Be Practical(2017)72 cited
- → Remember What You Want to Forget: Algorithms for Machine Unlearning(2021)66 cited
- Optimal testing for properties of distributions(2015)
- Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians(2014)
- → An analysis of one-dimensional schelling segregation(2012)53 cited
- → Robust Estimators in High Dimensions without the Computational Intractability(2016)52 cited
- → Differentially Private Fine-tuning of Language Models(2021)46 cited