Pinned Repositories
0xDeCA10B
Decentralized & Collaborative AI on Blockchain
2dshapley
This is an official repository for "2D-Shapley: A Framework for Fragmented Data Valuation" (ICML2023).
A-Unified-Game-Theoretic-Interpretation-of-Adversarial-Robustness
The official implementation of A Unified Game-Theoretic Interpretation of Adversarial Robustness.
fair_flearn
Fair Resource Allocation in Federated Learning (ICLR '20)
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
FedMA
Code for Federated Learning with Matched Averaging, ICLR 2020.
FedMD
FedMD: Heterogenous Federated Learning via Model Distillation
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
Tzq2doc's Repositories
Tzq2doc/DQN_pytorch
Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch
Tzq2doc/StackelbergEquilibribumSolvers
Solves a Mixed Integer Linear Program to generate the Stacklberg Equilibrium of a Bayesian Game.
Tzq2doc/lime-experiments
Code for all experiments.
Tzq2doc/Federated-Learning-1
Tzq2doc/pytorch-dqn
Deep Q-Learning Network in pytorch (not actively maintained)
Tzq2doc/maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
Tzq2doc/applied-reinforcement-learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
Tzq2doc/Power-Indices
Tzq2doc/tensor-gmm
Implementation of learning a Gaussian mixture model using tensor decomposition.
Tzq2doc/DQN
Reinforcement Learning for finance
Tzq2doc/game_theory
Implementing Algorithms for Computing Stackelberg Equilibria in Security Games
Tzq2doc/dynamic-reranker
A search-based dynamic reranking model for dependency parsing
Tzq2doc/StructNNDepParser
This is a structured dependency parser with hierarchical output layer, which is very fast and hence used in other repo.