Hundrieser, Shayan

1. Empirical Optimal Transport between Different Measures Adapts to Lower Complexity
   2022/02/21 by Shayan Hundrieser, Hundrieser, Shayan, Thomas Staudt +3 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #49Q22 #60B10 #62F35 #62G20 #62G30 #Diffusion and Search Dynamics #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Statistics Theory (math.ST) #primary 62R07 #secondary 62E20
2. Lower Complexity Adaptation for Empirical Entropic Optimal Transport
   2023/06/23 by Groppe, Michel, Hundrieser, Shayan · 6 citations
   #62G20 #62R07 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST) #primary 49Q22 #secondary 62F35
3. A Unifying Approach to Distributional Limits for Empirical Optimal Transport
   2022/02/25 by Shayan Hundrieser, Hundrieser, Shayan, Marcel Klatt +5 · 5 citations
   Mathematics · #Markov Chains and Monte Carlo Methods #Stochastic processes and statistical mechanics #Statistical Methods and Bayesian Inference
4. On the Uniqueness of Kantorovich Potentials
   2022/01/20 by Staudt, Thomas, Hundrieser, Shayan, Munk, Axel · 5 citations
   #46N60 #49Q20 #62E20 #90C08 #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR) #primary 49Q22 #secondary 28A35
5. Weak Limits for Empirical Entropic Optimal Transport: Beyond Smooth Costs
   2023/05/16 by Alberto González-Sanz, González-Sanz, Alberto, Shayan Hundrieser +1 · 6 citations
   Environmental Science · Mathematics · #49Q22 #60B10 #62E20 #62G20 #FOS: Mathematics #G.3 #Groundwater flow and contamination studies #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Statistical Methods and Inference #Statistics Theory (math.ST)
6. Finite Sample Smeariness of Fréchet Means and Application to Climate
   2020/05/05 by Shayan Hundrieser, Hundrieser, Shayan, Benjamin Eltzner +3 · 2 citations
   Environmental Science · Mathematics · #60 F 05 #62 G 10 #62 H 11 #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Soil Geostatistics and Mapping #Statistical Methods and Inference
7. Empirical Optimal Transport under Estimated Costs: Distributional Limits and Statistical Applications
   2023/01/03 by Shayan Hundrieser, Hundrieser, Shayan, Gilles Mordant +5 · 2 citations
   Computer Science · Mathematics · #60F05 #60G15 #62E20 #62F40 #90C31 #FOS: Mathematics #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Primary: 60B12 #Probability (math.PR) #Secondary: 90C08 #Statistical Methods and Inference #Statistics Theory (math.ST)
8. Finite Sample Smeariness on Spheres
   2021/02/28 by Eltzner, Benjamin, Hundrieser, Shayan, Huckemann, Stephan F. · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
9. A Lower Bound for Estimating Fréchet Means
   2024/02/19 by Hundrieser, Shayan, Eltzner, Benjamin, Huckemann, Stephan F. · 2 citations
   #62H12 #FOS: Mathematics #Primary 62F10 #Statistics Theory (math.ST) #secondary 60D05
10. The Statistics of Circular Optimal Transport
    2021/03/29 by Shayan Hundrieser, Hundrieser, Shayan, Marcel Klatt +3 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
11. Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on finite spaces: A statistical perspective
    2022/11/16 by Hundrieser, Shayan, Florian Heinemann, Heinemann, Florian +5 · 1 citation
    Mathematics · #05C05 #62D99 #62G09 #62R20 #65C60 #90C08 #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME)