link adaptation 1modulation and coding 1multi-armed bandits 1thompson sampling 1wireless communications 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
Link Adaptation Using Joint-Thompson Sampling
Vignatha Vinjam, Manjunath Kolavennu, Myna Vajha +1
The paper proposes Joint-Thompson Sampling, a multi-armed bandit algorithm that uses a multivariate ordered Beta prior to respect the monotonic ordering of modulation and coding sc…
cs.IT2026
Extreme Points of the -LDP Polytope with Small Input Size and Arbitrary Output Sizes
Supriya Rawat, Myna Vajha, Gowtham R. Kurri +1
The structure of locally differentially private (LDP) mechanisms can be understood through the geometry of the corresponding privacy polytope. While the extreme points of the \( (Î…
cs.IT2025
On MDS Convertible Codes in the Merge Regime
Vinayak Ramkumar, Xiangliang Kong, G. Yeswanth Sai +2
In large-scale distributed storage systems, erasure coding is employed to ensure reliability against disk failures. Recent work by Kadekodi et al. demonstrates that adapting code p…