Krishnateja Killamsetty issues

Results 16 issues of


                                            Krishnateja Killamsetty

Implement faster version of OMP

Implement the following versions of OMP: 1. FNNOMP (https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7012095) 2. SNNOMP (https://hal.univ-lorraine.fr/hal-01585253/document)

high priority

in progress

Integrate FFCV dataloaders into CORDS for better efficiencies

enhancement

help wanted

Update Documentation

1. Update readitdocs with new documentation and release the latest version of CORDS

documentation

Implement CRUST Algorithm

1. Implement the CRUST strategy in the supervised learning setting. 2. Create the CRUST data loader class building it on top of adaptive_dataloader class.

enhancement

Setup a PyPI github action

CORDS: Empirical study of different selection strategies in different setting like regression, classification, object detection

New benchmarks

Noisy Label experiments

1. Perform a detailed analysis of the performance of the subset selection strategies in the presence of noise labels.

New benchmarks

Synthetic data experiments and tutorials

1. Perform subset selection experiments on synthetic data with a detailed visualization of the subsets selected and the testing performance of the models when trained on these subsets.

New benchmarks

TSNE visualization of subsets

Add TSNE visualization feature for subsets selected by CORDS selection strategies.

enhancement