Dino Sejdinovic

1. Fast Two-Sample Testing with Analytic Representations of Probability Measures
   2015/06/15 by Kacper Chwialkowski, Aaditya Ramdas, Chwialkowski, Kacper +6 · 21 citations
   Computer Science · Decision Sciences · Mathematics · #62G10 #Advanced Bandit Algorithms Research #Algorithms and Data Compression #FOS: Computer and information sciences #G.3 #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Statistical Methods and Inference #acm:62G10 #msc:62G10 #stat.ML
2. A Wild Bootstrap for Degenerate Kernel Tests
   2014/08/23 by Kacper Chwialkowski, Dino Sejdinovic, Chwialkowski, Kacper +4 · 8 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · #62G10 #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Financial Risk and Volatility Modeling #Machine Learning (stat.ML) #Statistical Methods and Inference #msc:62G10 #stat.ML
3. A Kernel Test for Three-Variable Interactions
   2013/06/10 by Dino Sejdinović, Dino Sejdinovic, Arthur Gretton +4 · 5 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #stat.ME #stat.ML
4. Bayesian Learning of Kernel Embeddings
   2016/03/07 by Seth Flaxman, Dino Sejdinovic, Flaxman, Seth +6 · 6 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #stat.ML
5. Hypothesis testing using pairwise distances and associated kernels (with Appendix)
   2012/05/02 by Dino Sejdinovic, Arthur Gretton, Sejdinovic, Dino +5 · 3 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #cs.LG #stat.ME #stat.ML
6. Equivalence of distance-based and RKHS-based statistics in hypothesis testing
   2012/07/31 by Dino Sejdinovic, Bharath Sriperumbudur, Arthur Gretton +1 · 2 citations
   Mathematics · Computer Science · #stat.ME #cs.LG #math.ST #stat.ML #stat.TH
7. Credal Two-Sample Tests of Epistemic Uncertainty
   2024/10/16 by Siu Lun Chau, Antonin Schrab, Chau, Siu Lun +8 · 2 voices · 6 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Advanced Causal Inference Techniques #Adversarial Robustness in Machine Learning
8. Gaussian Processes and Reproducing Kernels: Connections and Equivalences
   2025/06/20 by Motonobu Kanagawa, Philipp Hennig, Kanagawa, Motonobu +5 · 3 voices · 5 citations
   Computer Science · Mathematics · #stat.ML #cs.LG #math.NA #math.PR #math.ST
9. Unbiased Bayes for Big Data: Paths of Partial Posteriors
   2015/01/14 by Heiko Strathmann, Dino Sejdinovic, Strathmann, Heiko +4 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Methods and Inference #cs.LG #stat.ME #stat.ML