mmkamani7
Senior Research Scientist at AMD. Working on Efficient Gen AI, Federated Learning, Distributed Optimization, Model Compression, and Edge AI.
AMDBellevue, WA
Pinned Repositories
FedTorch
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
AdaptiveDistillation
The source code for the paper titled: "Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation", accepted to BMVC2021
DCGAN
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
FedTorch
This is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch.
LUPA-SGD
Implementation of Local Updates Periodic Averaging (LUPA) SGD
RI-SGD
Implementation of Redundancy Infused SGD for faster distributed SGD.
Skeletonization
In this repository you can see the code for skeletonization of binary images using our novel fuzzy inference system.
SkeletonMatching
This repository implements skeleton matching algorithm.
Targeted-Meta-Learning
In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.
mmkamani7's Repositories
mmkamani7/SkeletonMatching
This repository implements skeleton matching algorithm.
mmkamani7/Skeletonization
In this repository you can see the code for skeletonization of binary images using our novel fuzzy inference system.
mmkamani7/RI-SGD
Implementation of Redundancy Infused SGD for faster distributed SGD.
mmkamani7/LUPA-SGD
Implementation of Local Updates Periodic Averaging (LUPA) SGD
mmkamani7/AdaptiveDistillation
The source code for the paper titled: "Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation", accepted to BMVC2021
mmkamani7/FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
mmkamani7/FedTorch
This is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch.
mmkamani7/Targeted-Meta-Learning
In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.
mmkamani7/DCGAN
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
mmkamani7/DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
mmkamani7/dynamic_bernoulli_embeddings
mmkamani7/emotion-api-python
Python class to access Affectiva's Emotion as a Service API
mmkamani7/emotion-recognition-neural-networks
Emotion recognition using DNN with tensorflow
mmkamani7/FairPCA
Implementation of Fair PCA algorithm using Pareto Descent
mmkamani7/federated
A framework for implementing federated learning
mmkamani7/FedMLX
Distributed and Federated approaches implemented for MLX
mmkamani7/flashap
This repository implements different ways to speedup the calculation and estimation of Shapley Value using SHAP library.
mmkamani7/flashlight
A C++ standalone library for machine learning
mmkamani7/mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
mmkamani7/mmkamani.github.io
Personal website of MM. Kamani
mmkamani7/mmkamani7
Config files for my GitHub profile.
mmkamani7/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
mmkamani7/pytorch-Deep-Learning
Deep Learning (with PyTorch)
mmkamani7/repo-badges
:star: Use repo badges (build passing, coverage, etc) in your readme/markdown file to signal code quality in a project.
mmkamani7/ResNet-Cifar
ResNet for CIFAR with Estimator API and tf.keras.Model class
mmkamani7/v130
Proceedings of AISTATS 2021