Doctoral candidate at UT Austin advised by Prof Inderjit Dhillon and Prof Sujay Sanghavi.
![:electron: :electron:](https://github.githubassets.com/images/icons/emoji/electron.png)
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University of Texas at Austin
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03:09
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microsoft/OpenMSFTL
microsoft/OpenMSFTL PublicResearch simulation toolkit for federated learning
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DeLiCoCo-IEEE-Transactions
DeLiCoCo-IEEE-Transactions PublicIn compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately account…
Python 3
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Online-Embedding-Compression-AAAI-2019
Online-Embedding-Compression-AAAI-2019 PublicDeep learning models have become state of the art for natural language processing (NLP) tasks, however deploying these models in production system poses significant memory constraints. Existing com…
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BGMD-AISTATS-2022
BGMD-AISTATS-2022 PublicGeometric median (GM) is a classical method in statistics for achieving a robust estimation of the uncorrupted data; under gross corruption, it achieves the optimal breakdown point of 0.5. However,…
Python 4
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Bandits-Online-Learning
Bandits-Online-Learning PublicSimple Implementations of Bandit Algorithms in python
Jupyter Notebook 4
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NLP-CS388-UT
NLP-CS388-UT PublicCommon Libraries developed in "PyTorch" for different NLP tasks. Sentiment Analysis, NER, LSTM-CRF, CRF, Semantic Parsing
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