Matrix completion from one-bit dither samples
A Eamaz, F Yeganegi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We explore the impact of coarse quantization on matrix completion in the extreme scenario
of dithered one-bit sensing, where the matrix entries are compared with random dither …
of dithered one-bit sensing, where the matrix entries are compared with random dither …
One-bit matrix completion with time-varying sampling thresholds
A Eamaz, F Yeganegi… - … Conference on Sampling …, 2023 - ieeexplore.ieee.org
We explore the impact of coarse quantization on matrix completion in the extreme scenario
of generalized one-bit sampling, where the matrix entries are compared with time-varying …
of generalized one-bit sampling, where the matrix entries are compared with time-varying …
One-bit radar processing and estimation with time-varying sampling thresholds
Target parameter estimation from noisy and quantized received signals is of paramount
importance in radar applications. In this paper, we propose a novel method to estimate the …
importance in radar applications. In this paper, we propose a novel method to estimate the …
Graph clustering using one-bit comparison data
N Naimipour, M Soltanalian - 2018 52nd Asilomar Conference …, 2018 - ieeexplore.ieee.org
Graph clustering with partial adjacency information has garnered significant interest in data
processing and learning applications. In this paper, we propose an extension of a set of non …
processing and learning applications. In this paper, we propose an extension of a set of non …
Comprehensive Personalized Ranking Using One-Bit Comparison Data
The task of a personalization system is to recommend items or a set of items according to the
users' taste, and thus predicting their future needs. In this paper, we address such …
users' taste, and thus predicting their future needs. In this paper, we address such …