aritra-dutta
Assistant Professor in the Department of Mathematics at the University of Central Florida (UCF), with a secondary joint affiliation with the Computer Science.
University of Central FloridaOrlando, Florida
Pinned Repositories
aritra-dutta.github.io
A beautiful Jekyll theme for academics
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
DeepReduce-1
A Sparse-tensor Communication Framework for Distributed Deep Learning
Distributed_ML
Compression schemes for KAUST project
grace
GRACE - GRAdient ComprEssion for distributed deep learning
IJCAI-2020
layer-wise-aaai20
Code repository for AAAI'20 paper: On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
ProGrAMMe
An SVD-free Proximal Gradient & Alternating Minimization Method for Low-rank Recovery
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
test
aritra-dutta's Repositories
aritra-dutta/DeepReduce-1
A Sparse-tensor Communication Framework for Distributed Deep Learning
aritra-dutta/pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
aritra-dutta/ProGrAMMe
An SVD-free Proximal Gradient & Alternating Minimization Method for Low-rank Recovery
aritra-dutta/IJCAI-2020
aritra-dutta/Distributed_ML
Compression schemes for KAUST project
aritra-dutta/grace
GRACE - GRAdient ComprEssion for distributed deep learning
aritra-dutta/test
aritra-dutta/layer-wise-aaai20
Code repository for AAAI'20 paper: On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
aritra-dutta/aritra-dutta.github.io
A beautiful Jekyll theme for academics
aritra-dutta/deep-learning
Repo for the Deep Learning Nanodegree Foundations program.