Current list of mini projects as follows. You are free to
change any time, just let me know if you change.
|
Name |
OpenSource
Project |
Mini Project
Title |
Alexandru-Andrei Iacob |
Flower |
Optimizing Federated Learning Hyper-Parameters in Flower |
Andreea Zaharia |
TensorFlow, PyTorch, and possibly Horovod |
Comparative analysis of distributed data parallel training packages |
Charlie Hennys |
BoTorch (+SigOpt) |
Hyperparameter Optimisation of Neural Networks |
Chih-Yuan Peng |
Spark + GraphX |
Link Prediction with GraphX and Spark |
Conor Perreault |
Snorkel + Emukit |
Multi-Fidelity Supervised Learning with Snorkel |
Mihai-Ionut Enache |
Spark |
Recommender systems with dimensionality reduction in Apache Spark - A trade-off between runtime and accuracy |
Samuel Stark |
SABER |
Reproduction, Verification, and Improvements for SABER |
Wanru Zhao |
Ray + Spark |
Scaling Emerging AI Applications with Ray, the Successor to Spark |
Zakir Singh |
Placeto |
Alternative Graph Embeddings for Placeto |
