IEEE

Robust Federated Learning under Heterogeneity via Rank-One and Column-Sparsity Model

Abstract: Byzantine-robust federated learning aims to maintain resilient performance in the presence of malicious attacks that can impede the convergence of learning algorithms. Although numerous ...
IEEE

HEncode: A Highly Modularized and Efficient FPGA QC-LDPC Encoder using High Level Synthesis

Abstract: QC-LDPC (Quasi Cyclic Low-Density Parity-Check) codes, as a regular block-based code, have been preva-lently adopted in communication and storage fields to ensure high reliability and ...
University of Waterloo

New publication on soil column incubation experiments that mimic landfill methane hot-spots

The University of Waterloo acknowledges that much of our work takes place on the traditional territory of the Neutral, Anishinaabeg, and Haudenosaunee peoples. Our main campus is situated on the ...
Variety

Bad Bunny Gets His First Solo No. 1 on the Hot 100 With ‘DtMF,’ One of Four Songs He Has in Top 10 Post-Super Bowl

Billboard reports that this is the fourth all- or mostly-Spanish-language song to top the chart. Its predecessors were “Despacito” by Luis Fonsi & Daddy Yankee featuriung Justin Bieber in 2017; ...
GitHub

smiles-encoder: One-hot encoding for simple molecular-input line-entry system (SMILES) strings

smiles-encoder is a Python package used to generate one-hot vectors representing SMILES strings (each string element is a one-hot vector). To contribute to smiles-encoder, make a pull request.