Yifan Sun

Francis R. Bach

Open J. Math. Optim., March, 2022

Approximate backwards differentiation of gradient flow.

[BibT_eX]

[DOI]

Yushen Huang

Taehoon Lee

CoRR, 2022

2020

Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization.

[BibT_eX]

[DOI]

Halyun Jeong

Found. Trends Optim., 2020

Safe Screening for the Generalized Conditional Gradient Method.

[BibT_eX]

[DOI]

Francis R. Bach

CoRR, 2020

Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization.

[BibT_eX]

[DOI]

Huang Fang

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Polar Alignment and Atomic Decomposition.

[BibT_eX]

[DOI]

Halyun Jeong

CoRR, 2019

One-shot atomic detection.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Are we there yet? Manifold identification of gradient-related proximal methods.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Bundle methods for dual atomic pursuit.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

A Sparse Topic Model for Extracting Aspect-Specific Summaries from Online Reviews.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Dynamic Word Embeddings for Evolving Semantic Discovery.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Wide Compression: Tensor Ring Nets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Deep Unsupervised Clustering Using Mixture of Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2017

Discovery of Evolving Semantics through Dynamic Word Embedding Learning.

[BibT_eX]

[DOI]

CoRR, 2017

A Simple Approach to Learn Polysemous Word Embeddings.

[BibT_eX]

[DOI]

Nikhil Rao

Weicong Ding

CoRR, 2017

Straggler Mitigation in Distributed Optimization Through Data Encoding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Encoded distributed optimization.

[BibT_eX]

[DOI]

Can Karakus

Suhas N. Diggavi

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2015

Decomposition Methods for Sparse Matrix Nearness Problems.

[BibT_eX]

[DOI]

Lieven Vandenberghe

SIAM J. Matrix Anal. Appl., 2015

2014

Decomposition in Conic Optimization with Partially Separable Structure.

[BibT_eX]

[DOI]

S. M. Sadegh Tabatabaei Yazdi

Martin S. Andersen

Lieven Vandenberghe

SIAM J. Optim., 2014

2012

Detecting and Counteracting Statistical Attacks in Cooperative Spectrum Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Probabilistic analysis of Gallager B faulty decoder.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

Joint Spectrum Sensing and Detection of Malicious Nodes via Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Complexity analysis of interior point methods for LP decoding.

[BibT_eX]

[DOI]