Future Data Systems's repositories
sinkhorn-label-allocation
Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.
Megatron-LM
Ongoing research training transformer models at scale
SparseJointShift
Model Performance Estimation and Explanation When Labels and A Few Features Shifts
sketchstore
Algorithms for compressing and merging large collections of sketches
pop-ncflow
Code for POP (SOSP 2021) and NCFlow (NSDI 2021)
redisgeo-bench
Simple benchmark for Redis geosets for top-k queries.