3 citations · 6 across the 4 of their papers we have counts for
9 papers
Simplified Kalman filter for online rating: one-fits-all approach
Leszek Szczecinski, Raphaëlle Tihon
In this work, we deal with the problem of rating in sports, where the skills of the players/teams are inferred from the observed outcomes of the games. Our focus is on the online r…
Parametric Phase Tracking via Expectation Propagation
Leszek Szczecinski, Hsan Bouazizi, Ahikam Aharony
In this work we propose simple algorithms for signal detection in a single-carrier transmission corrupted by a strong phase noise. The proposed phase tracking algorithms are formul…
Bilinear Models for Machine Learning
Tayssir Doghri, Leszek Szczecinski, Jacob Benesty +1
In this work we define and analyze the bilinear models which replace the conventional linear operation used in many building blocks of machine learning (ML). The main idea is to de…
Understanding and Pushing the Limits of the Elo Rating Algorithm
Leszek Szczecinski, Aymen Djebbi
This work is concerned with the rating of players/teams in face-to-face games with three possible outcomes: loss, win, and draw. This is one of the fundamental problems in sport an…
AMC and HARQ: How to Increase the Throughput
Mohammed Jabi, Leszek Szczecinski, Mustapha Benjillali +2
In this work, we consider transmissions over block fading channels and assume that adaptive modulation and coding (AMC) and hybrid automatic repeat request (HARQ) are implemented.…
Adaptive Cross-Packet HARQ
Mohammed Jabi, Abdellatif Benyouss, Mael Le Treust +2
In this work, we investigate a coding strategy devised to increase the throughput in hybrid ARQ (HARQ) transmission over block fading channel. In our approach, the transmitter join…