Dohyung Park

1. Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach
   2016/09/11 by Dohyung Park, Anastasios Kyrillidis, Park, Dohyung +5 · 2 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Advanced Topics in Algebra #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
2. Preference Completion: Large-scale Collaborative Ranking from Pairwise\n Comparisons
   2015/07/16 by Dohyung Park, Joe Neeman, Park, Dohyung +7 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
3. Finding Low-Rank Solutions via Non-Convex Matrix Factorization,\n Efficiently and Provably
   2016/06/09 by Dohyung Park, Anastasios Kyrillidis, Park, Dohyung +5 · 1 citation
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
4. Greedy Subspace Clustering
   2014/10/31 by Dohyung Park, Park, Dohyung, Constantine Caramanis +3 · 1 citation
   Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)