Yifan Sun

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Decomposition Methods

Unsupervised Clustering

Optimization Problems

Top Venues

Publications

Yushen Huang, Ertai Luo, Stanley Bak, Yifan Sun
Reachability Analysis for Linear Systems with Uncertain Parameters using Polynomial Zonotopes. CoRR (2024)
Yushen Huang, Ertai Luo, Stanley Bak, Yifan Sun
On the Difficulty of Intersection Checking with Polynomial Zonotopes. ATVA (2023)
Yifan Sun, Francis R. Bach
Screening for a Reweighted Penalized Conditional Gradient Method. CoRR (2021)
Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander
Atomic Decomposition via Polar Alignment: The Geometry of Structured Optimization. Found. Trends Optim. 3 (4) (2020)
Huang Fang, Zhenan Fan, Yifan Sun, Michael P. Friedlander
Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization. AISTATS (2020)
Yifan Sun, Francis R. Bach
Safe Screening for the Generalized Conditional Gradient Method. CoRR (2020)
Yifan Sun, Michael P. Friedlander
One-shot atomic detection. CAMSAP (2019)
Can Karakus, Yifan Sun, Suhas N. Diggavi, Wotao Yin
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning. J. Mach. Learn. Res. 20 (2019)
Zhenan Fan, Halyun Jeong, Yifan Sun, Michael P. Friedlander
Polar Alignment and Atomic Decomposition. CoRR (2019)
Zhenan Fan, Yifan Sun, Michael P. Friedlander
Bundle methods for dual atomic pursuit. ACSSC (2019)
Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt
Are we there yet? Manifold identification of gradient-related proximal methods. AISTATS (2019)
Can Karakus, Yifan Sun, Suhas N. Diggavi, Wotao Yin
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning. CoRR (2018)
Wenqi Wang, Yifan Sun, Brian Eriksson, Wenlin Wang, Vaneet Aggarwal
Wide Compression: Tensor Ring Nets. CVPR (2018)
Wenqi Wang, Yifan Sun, Brian Eriksson, Wenlin Wang, Vaneet Aggarwal
Wide Compression: Tensor Ring Nets. CoRR (2018)
Vineeth Rakesh, Weicong Ding, Aman Ahuja, Nikhil Rao, Yifan Sun, Chandan K. Reddy
A Sparse Topic Model for Extracting Aspect-Specific Summaries from Online Reviews. WWW (2018)
Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong
Dynamic Word Embeddings for Evolving Semantic Discovery. WSDM (2018)
Dejiao Zhang, Yifan Sun, Brian Eriksson, Laura Balzano
Deep Unsupervised Clustering Using Mixture of Autoencoders. CoRR (2017)
Yifan Sun, Nikhil Rao, Weicong Ding
A Simple Approach to Learn Polysemous Word Embeddings. CoRR (2017)
Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong
Discovery of Evolving Semantics through Dynamic Word Embedding Learning. CoRR (2017)
Can Karakus, Yifan Sun, Suhas N. Diggavi
Encoded distributed optimization. ISIT (2017)
Can Karakus, Yifan Sun, Suhas N. Diggavi, Wotao Yin
Straggler Mitigation in Distributed Optimization Through Data Encoding. NIPS (2017)
Can Karakus, Yifan Sun, Suhas N. Diggavi, Wotao Yin
Straggler Mitigation in Distributed Optimization Through Data Encoding. CoRR (2017)
Yifan Sun, Lieven Vandenberghe
Decomposition Methods for Sparse Matrix Nearness Problems. SIAM J. Matrix Anal. Appl. 36 (4) (2015)
Yifan Sun, Martin S. Andersen, Lieven Vandenberghe
Decomposition in Conic Optimization with Partially Separable Structure. SIAM J. Optim. 24 (2) (2014)
Federico Penna, Yifan Sun, Lara Dolecek, Danijela Cabric
Detecting and Counteracting Statistical Attacks in Cooperative Spectrum Sensing. IEEE Trans. Signal Process. 60 (4) (2012)
S. M. Sadegh Tabatabaei Yazdi, Hyungmin Cho, Yifan Sun, Subhasish Mitra, Lara Dolecek
Probabilistic analysis of Gallager B faulty decoder. ICC (2012)
Federico Penna, Yifan Sun, Lara Dolecek, Danijela Cabric
Joint Spectrum Sensing and Detection of Malicious Nodes via Belief Propagation. GLOBECOM (2011)
Yifan Sun, Lara Dolecek
Complexity analysis of interior point methods for LP decoding. ACSCC (2011)