971 citations · 3k across the 74 of their papers we have counts for
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Equivalence of distance-based and RKHS-based statistics in hypothesis testing
Dino Sejdinovic, Bharath Sriperumbudur, Arthur Gretton +1
We provide a unifying framework linking two classes of statistics used in two-sample and independence testing: on the one hand, the energy distances and distance covariances from t…
Hypothesis testing using pairwise distances and associated kernels (with Appendix)
Dino Sejdinovic, Arthur Gretton, Bharath Sriperumbudur +1
We provide a unifying framework linking two classes of statistics used in two-sample and independence testing: on the one hand, the energy distances and distance covariances from t…
Combinatorial Channel Signature Modulation for Wireless ad-hoc Networks
Robert Piechocki, Dino Sejdinovic
In this paper we introduce a novel modulation and multiplexing method which facilitates highly efficient and simultaneous communication between multiple terminals in wireless ad-ho…
Approximate Message Passing under Finite Alphabet Constraints
Andreas Muller, Dino Sejdinovic, Robert Piechocki
In this paper we consider Basis Pursuit De-Noising (BPDN) problems in which the sparse original signal is drawn from a finite alphabet. To solve this problem we propose an iterativ…