Steven Diamond

According to our database, Steven Diamond authored at least 30 papers between 2009 and 2022.

Collaborative distances:

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

2022

Embedded Code Generation With CVXPY.

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

IEEE Control. Syst. Lett., 2022

Strategic Asset Allocation with Illiquid Alternatives.

Eric Luxenberg, Stephen P. Boyd, Mykel J. Kochenderfer, Misha van Beek, Wen Cao, Steven Diamond, Alex Ulitsky, Kunal Menda, Vidy Vairavamurthy

CoRR, 2022

2021

Dirty Pixels: Towards End-to-end Image Processing and Perception.

Steven Diamond, Vincent Sitzmann, Frank D. Julca-Aguilar, Stephen P. Boyd, Gordon Wetzstein, Felix Heide

ACM Trans. Graph., 2021

2020

Domain-specific languages for convex and non-convex optimization.

Steven Diamond

PhD thesis, 2020

2019

Non-line-of-sight Imaging with Partial Occluders and Surface Normals.

Felix Heide, Matthew O'Toole, Kai Zang, David B. Lindell, Steven Diamond, Gordon Wetzstein

ACM Trans. Graph., 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

End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging.

Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen P. Boyd, Wolfgang Heidrich, Felix Heide, Gordon Wetzstein

ACM Trans. Graph., 2018

A general system for heuristic minimization of convex functions over non-convex sets.

Steven Diamond, Reza Takapoui, Stephen P. Boyd

Optim. Methods Softw., 2018

A rewriting system for convex optimization problems.

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

J. Control. Decis., 2018

Network Optimization for Unified Packet and Circuit Switched Networks.

Ping Yin, Steven Diamond, Bill Lin, Stephen P. Boyd

CoRR, 2018

2017

Stochastic Matrix-Free Equilibration.

Steven Diamond, Stephen P. Boyd

J. Optim. Theory Appl., 2017

SnapVX: A Network-Based Convex Optimization Solver.

David Hallac, Christopher Wong, Steven Diamond, Abhijit Sharang, Rok Sosic, Stephen P. Boyd, Jure Leskovec

J. Mach. Learn. Res., 2017

Multi-Period Trading via Convex Optimization.

Stephen P. Boyd, Enzo Busseti, Steven Diamond, Ronald N. Kahn, Kwangmoo Koh, Peter Nystrup, Jan Speth

Found. Trends Optim., 2017

Robust Non-line-of-sight Imaging with Single Photon Detectors.

Felix Heide, Matthew O'Toole, Kai Zhang, David B. Lindell, Steven Diamond, Gordon Wetzstein

CoRR, 2017

Unrolled Optimization with Deep Priors.

Steven Diamond, Vincent Sitzmann, Felix Heide, Gordon Wetzstein

CoRR, 2017

Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data.

Steven Diamond, Vincent Sitzmann, Stephen P. Boyd, Gordon Wetzstein, Felix Heide

CoRR, 2017

Reconstructing Transient Images from Single-Photon Sensors.

Matthew O'Toole, Felix Heide, David B. Lindell, Kai Zang, Steven Diamond, Gordon Wetzstein

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

ProxImaL: efficient image optimization using proximal algorithms.

Felix Heide, Steven Diamond, Matthias Nießner, Jonathan Ragan-Kelley, Wolfgang Heidrich, Gordon Wetzstein

ACM Trans. Graph., 2016

CVXPY: A Python-Embedded Modeling Language for Convex Optimization.

Steven Diamond, Stephen P. Boyd

J. Mach. Learn. Res., 2016

A New Architecture for Optimization Modeling Frameworks.

Matt Wytock, Steven Diamond, Felix Heide, Stephen P. Boyd

Proceedings of the 6th Workshop on Python for High-Performance and Scientific Computing, 2016

Message from the ITiP Symposium Chairs.

Maria R. Lee, San Murugesan, Steven Diamond

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Disciplined convex-concave programming.

Xinyue Shen, Steven Diamond, Yuantao Gu, Stephen P. Boyd

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

SnapVX: A Network-Based Convex Optimization Solver.

David Hallac, Christopher Wong, Steven Diamond, Rok Sosic, Stephen P. Boyd, Jure Leskovec

CoRR, 2015

Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization.

Alnur Ali, J. Zico Kolter, Steven Diamond, Stephen P. Boyd

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Convex Optimization with Abstract Linear Operators.

Steven Diamond, Stephen P. Boyd

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Message from ITiP Symposium Organizing Committee.

Maria R. Lee, Steven Diamond, San Murugesan, John W. Walz, Sorel Reisman

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014

Convex optimization in Julia.

Madeleine Udell, Karanveer Mohan, David Zeng, Jenny Hong, Steven Diamond, Stephen P. Boyd

Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, 2014

2012

Automatically Providing Action Plans Helps People Complete Tasks.

Nicolas Kokkalis, Johannes Huebner, Steven Diamond, Dominic Becker, Michael Chang, Moontae Lee, Florian Schulze, Thomas Köhn, Scott R. Klemmer

Proceedings of the 4th Human Computation Workshop, 2012

2009

Blueprint for the Intercloud - Protocols and Formats for Cloud Computing Interoperability.

David Bernstein, Erik Ludvigson, Krishna Sankar, Steven Diamond, Monique Morrow

Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009