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1. GOSGD GOSGD Public

   Executed GOSGD: A Distributed Deep Learning Algorithms for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project

   Jupyter Notebook 4 1

2. FedAvg-FedProx FedAvg-FedProx Public

   Implemented FedAvg & FedProx: Decentralized Optimization Algorithms for Neural Networks for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project

   Jupyter Notebook 4 2

3. Multi-Agent-Bandit Multi-Agent-Bandit Public

   Compared Non-stationary Multi-armed Bandits in Single-Agent to Multi-Agents Scenarios- Distributed Optimization and Learning(DOL) Course Project

   Jupyter Notebook 4

4. Singular-Brain/BioLCNet Singular-Brain/BioLCNet Public

   BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks

   Jupyter Notebook 8 1

5. EBI4LDS EBI4LDS Public

   Code for "An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications"

   Python 1

6. Gibbs-Generalization Gibbs-Generalization Public

   Code for "Generalization of Gibbs and Langevin Monte Carlo Algorithms in the Interpolation Regime"

   Python 1