Naman Agarwal
Management Development Institute(IN)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Advanced Bandit Algorithms Research, Sparse and Compressive Sensing Techniques, Machine Learning and Algorithms, Privacy-Preserving Technologies in Data
Most-Cited Works
- → cpSGD: Communication-efficient and differentially-private distributed SGD(2018)184 cited
- → Finding approximate local minima faster than gradient descent(2017)157 cited
- → Automated detection of Glaucoma using deep learning convolution network (G-net)(2019)146 cited
- → Online Control with Adversarial Disturbances(2019)61 cited
- → Logarithmic Regret for Online Control(2019)51 cited
- → Multisection in the Stochastic Block Model Using Semidefinite Programming(2017)50 cited
- Second Order Stochastic Optimization in Linear Time.(2016)
- → Second-Order Stochastic Optimization for Machine Learning in Linear Time(2016)42 cited
- Finding Approximate Local Minima for Nonconvex Optimization in Linear Time.(2016)