https://github.com/litian96/FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

distributed-optimization federated-optimization large-scale-learning parallel-learning

Last synced: 20 Nov 2025

https://github.com/kuanghuei/clean-net

Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise" (CVPR 2018)

computer-vision deep-learning label-noise large-scale-learning tensorflow transfer-learning

Last synced: 01 Mar 2026

https://github.com/SLAMPAI/large-scale-pretraining-transfer

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

big-transfer chest-x-ray14 chest-xray-images chexpert-dataset covidx-dataset deep-learning distributed-training few-shot-learning fine-tuning imagenet large-scale-learning medical-imaging mimic-cxr padchest-dataset pre-trained-model pre-training pytorch scaling-laws supercomputing transfer-learning

Last synced: 08 May 2025

https://github.com/rdspring1/mission

MISSION: Ultra Large-Scale Feature Selection using Count-Sketches

compressive-sensing count-sketches dna-metagenomics feature-extraction hashing large-scale-learning

Last synced: 09 Mar 2026

https://github.com/dselivanov/fm

Fast Factorization Machines

factorization-machines large-scale-learning machine-learning r recommender-system

Last synced: 03 Nov 2025

https://github.com/benedekrozemberczki/nestedsubtreehash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec

Last synced: 11 Apr 2025

https://github.com/cmpark0126/pytorch-lars

deep-learning large-scale-learning pytorch pytorch-examples

Last synced: 15 Oct 2025

https://github.com/benedekrozemberczki/NestedSubtreeHash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec

Last synced: 27 Mar 2025

https://github.com/robbenribery/timeseries-probalistic-topdown-drichilet

Make HTS Forecasting paper implemented on a M5 dataset

deep-learning large-scale-learning probabilistic-models research-paper time-series-forecasting

Last synced: 25 Apr 2026

https://github.com/romainbrault/thesis

My thesis

kernel-methods large-scale-learning latex-document machine-learning structured-learning thesis

Last synced: 05 Mar 2025