Akshay Agrawal

According to our database, Akshay Agrawal authored at least 12 papers between 2018 and 2023.

Collaborative distances:

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

2023

Computing tighter bounds on the n-queens constant via Newton's method.

Parth Nobel, Akshay Agrawal, Stephen P. Boyd

Optim. Lett., June, 2023

Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models.

Ziheng Cheng, Junzi Zhang, Akshay Agrawal, Stephen P. Boyd

CoRR, 2023

2022

Allocation of fungible resources via a fast, scalable price discovery method.

Akshay Agrawal, Stephen P. Boyd, Deepak Narayanan, Fiodar Kazhamiaka, Matei Zaharia

Math. Program. Comput., 2022

Embedded Code Generation With CVXPY.

Maximilian Schaller, Goran Banjac, Steven Diamond, Akshay Agrawal, Bartolomeo Stellato, Stephen P. Boyd

IEEE Control. Syst. Lett., 2022

2021

Learning Convex Optimization Models.

Akshay Agrawal, Shane T. Barratt, Stephen P. Boyd

IEEE CAA J. Autom. Sinica, 2021

Minimum-Distortion Embedding.

Akshay Agrawal, Alnur Ali, Stephen P. Boyd

Found. Trends Mach. Learn., 2021

Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP.

Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen P. Boyd, Matei Zaharia

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

2020

Disciplined quasiconvex programming.

Akshay Agrawal, Stephen P. Boyd

Optim. Lett., 2020

Learning Convex Optimization Control Policies.

Akshay Agrawal, Shane T. Barratt, Stephen P. Boyd, Bartolomeo Stellato

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2019

Disciplined geometric programming.

Akshay Agrawal, Steven Diamond, Stephen P. Boyd

Optim. Lett., 2019

Differentiable Convex Optimization Layers.

Akshay Agrawal, Brandon Amos, Shane T. Barratt, Stephen P. Boyd, Steven Diamond, J. Zico Kolter

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

2018

A rewriting system for convex optimization problems.

Akshay Agrawal, Robin Verschueren, Steven Diamond, Stephen P. Boyd

J. Control. Decis., 2018