Digvijay Boob

According to our database, Digvijay Boob authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimal algorithms for differentially private stochastic monotone variational inequalities and saddle-point problems.

Digvijay Boob, Cristóbal Guzmán

Math. Program., March, 2024

2023

Stochastic first-order methods for convex and nonconvex functional constrained optimization.

Digvijay Boob, Qi Deng, Guanghui Lan

Math. Program., January, 2023

First-order methods for Stochastic Variational Inequality problems with Function Constraints.

Digvijay Boob, Qi Deng

CoRR, 2023

Accelerated Primal-Dual Methods for Convex-Strongly-Concave Saddle Point Problems.

Mohammad Khalafi, Digvijay Boob

Proceedings of the International Conference on Machine Learning, 2023

2022

Complexity of training ReLU neural network.

Digvijay Boob, Santanu S. Dey, Guanghui Lan

Discret. Optim., 2022

2021

Differentially private synthetic mixed-type data generation for unsupervised learning.

Uthaipon Tao Tantipongpipat, Chris Waites, Digvijay Boob, Amaresh Ankit Siva, Rachel Cummings

Intell. Decis. Technol., 2021

2020

Flowless: Extracting Densest Subgraphs Without Flow Computations.

Digvijay Boob, Yu Gao, Richard Peng, Saurabh Sawlani, Charalampos E. Tsourakakis, Di Wang, Junxing Wang

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization.

Digvijay Boob, Qi Deng, Guanghui Lan, Yilin Wang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Differentially Private Mixed-Type Data Generation For Unsupervised Learning.

Uthaipon Tantipongpipat, Chris Waites, Digvijay Boob, Amaresh Ankit Siva, Rachel Cummings

CoRR, 2019

Proximal Point Methods for Optimization with Nonconvex Functional Constraints.

Digvijay Boob, Qi Deng, Guanghui Lan

CoRR, 2019

Faster width-dependent algorithm for mixed packing and covering LPs.

Digvijay Boob, Saurabh Sawlani, Di Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017

Theoretical properties of the global optimizer of two layer neural network.

Digvijay Boob, Guanghui Lan

CoRR, 2017