Ashkan Jafarpour

1. Near-optimal-sample estimators for spherical Gaussian mixtures
   2014/02/19 by Jayadev Acharya, Ashkan Jafarpour, Acharya, Jayadev +5 · 5 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #cs.DS #cs.IT #cs.LG #math.IT #stat.ML
2. Faster Algorithms for Testing under Conditional Sampling
   2015/04/16 by Moein Falahatgar, Falahatgar, Moein, Ashkan Jafarpour +7 · 2 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Statistics Theory (math.ST) #cs.CC #cs.DS #cs.LG #math.ST #stat.TH
3. Universal Compression of Envelope Classes: Tight Characterization via Poisson Sampling
   2014/05/29 by Jayadev Acharya, Ashkan Jafarpour, Acharya, Jayadev +5 · 1 citation
   Computer Science · Mathematics · #Advanced Data Compression Techniques #Algorithms and Data Compression #Machine Learning and Algorithms #cs.IT #cs.LG #math.IT