181 citations · 1.2k across the 132 of their papers we have counts for
11 papers · 1 filter
The -error Capacity of Symmetric PIR with Byzantine Adversaries
Qiwen Wang, Hua Sun, Mikael Skoglund
The capacity of symmetric private information retrieval with messages, servers (out of which any may collude), and an omniscient Byzantine adversary (who can corrupt an…
Privacy-aware Minimum Error Probability Estimation: An Entropy Constrained Approach
Ehsan Nekouei, Henrik Sandberg, Mikael Skoglund +1
This paper studies the design of an optimal privacyaware estimator of a public random variable based on noisy measurements which contain private information. The public random vari…
Non-Asymptotic Behavior of the Maximum Likelihood Estimate of a Discrete Distribution
Sina Molavipour, Germán Bassi, Mikael Skoglund
In this paper, we study the maximum likelihood estimate of the probability mass function (pmf) of independent and identically distributed (i.i.d.) random variables, in the non-…
Delay Performance of the Multiuser MISO Downlink under Imperfect CSI and Finite Length Coding
Sebastian Schiessl, James Gross, Mikael Skoglund +1
We use stochastic network calculus to investigate the delay performance of a multiuser MISO system with zero-forcing beamforming. First, we consider ideal assumptions with long cod…
Learning Kolmogorov Models for Binary Random Variables
Hadi Ghauch, Mikael Skoglund, Hossein Shokri-Ghadikolaei +2
We summarize our recent findings, where we proposed a framework for learning a Kolmogorov model, for a collection of binary random variables. More specifically, we derive condition…
A Unified Framework for Training Neural Networks
Hadi Ghauch, Hossein Shokri-Ghadikolaei, Carlo Fischione +1
The lack of mathematical tractability of Deep Neural Networks (DNNs) has hindered progress towards having a unified convergence analysis of training algorithms, in the general sett…