Dalalyan, Arnak

1. Statistical guarantees for generative models without domination
   2020/10/19 by Nicolas Schreuder, Schreuder, Nicolas, Victor-Emmanuel Brunel +3 · 5 citations
   Computer Science · Mathematics · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Mathematical Dynamics and Fractals #Model Reduction and Neural Networks
2. Statistical inference in compound functional models
   2012/08/31 by Arnak S. Dalalyan, Yuri I. Ingster, Dalalyan, Arnak +2 · 3 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
3. Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited
   2023/06/14 by Yu, Lu, Karagulyan, Avetik, Dalalyan, Arnak · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR) #Statistics Theory (math.ST)
4. A new algorithm for estimating the effective dimension-reduction subspace
   2007/01/30 by Dalalyan, Arnak, Juditsky, Anatoly, Spokoiny, Vladimir · 1 citation
   #FOS: Mathematics #Statistics Theory (math.ST)
5. Parallelized Midpoint Randomization for Langevin Monte Carlo
   2024/02/22 by Yu, Lu, Dalalyan, Arnak · 2 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR) #Statistics Theory (math.ST)