uclaml/LDP-UCRL-VTR uclaml/LDP-UCRL-VTR

  • Stars
    star
    1
  • Language
    Python
  • License
    Apache License 2.0
  • Created about 2 years ago
  • Updated about 2 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
uclaml/LDP-UCRL-VTR
github

uclaml

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes

More Repositories

1

SPIN

The official implementation of Self-Play Fine-Tuning (SPIN)
Python
1,006
star
2

SPPO

The official implementation of Self-Play Preference Optimization (SPPO)
Python
436
star
3

Rephrase-and-Respond

Official repo of Respond-and-Respond: data, code, and evaluation
Python
95
star
4

RayS

RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)
Python
54
star
5

Padam

Partially Adaptive Momentum Estimation method in the paper "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks" (accepted by IJCAI 2020)
Python
39
star
6

NeuralUCB

Python
28
star
7

PDE

Official repo of Progressive Data Expansion: data, code and evaluation
Jupyter Notebook
26
star
8

MoE

Towards Understanding the Mixture-of-Experts Layer in Deep Learning
Jupyter Notebook
19
star
9

ucla-covid19-forecasts

Python
14
star
10

Frank-Wolfe-AdvML

A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks (AAAI'20)
Python
11
star
11

NeuralTS

Python
8
star
12

svrg-lowrank

fast nonconvex stochastic variance reduced gradient for low-rank matrix estimation
MATLAB
7
star
13

CS161-Winter2022

CS161-Winter2022
5
star
14

CS269-Winter2019

4
star
15

nonconvex-RPCA

fast nonconvex algorithm for robust PCA
MATLAB
4
star
16

nonconvex-IMC

fast nonconvex algorithm for inductive matrix completion
MATLAB
3
star
17

FedLinUCB

A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
Jupyter Notebook
2
star
18

CS260-Fall18

Machine Learning
HTML
2
star
19

FLASH

Fast Local minimA finding with third-order SmootHness (FLASH)
Python
2
star
20

CS269-Spring2021

Foundations of Deep Learning
2
star
21

CS161-Winter2020

Fundamentals of Artificial Intelligence
2
star
22

GFA-RFE

Uncertainty-Aware Reward-Free Exploration with General Function Approximation
Python
2
star
23

PhyGCN

Python
2
star
24

VACDB

Variance-aware Contextual Dueling Bandits
Python
2
star
25

CS161-Winter2023

CS161-Winter2023 Fundamentals of Artificial Intelligence
2
star
26

pretrain-finetune-SGD

The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
Jupyter Notebook
1
star
27

CS260-Spring2020

Machine Learning
1
star
28

Benign-Overfitting-CNN

Benign Overfitting in Two-layer Convolutional Neural Networks
Jupyter Notebook
1
star
29

CS260-Fall2021

1
star
30

CS260-Fall2022

1
star
31

CS269-Spring2022

1
star
32

CP-time-series-clustering

High-dimensional Time Series Clustering via Cross-Predictability
MATLAB
1
star
33

Benign_ReLU_CNN

Python
1
star
34

CW-OFUL

Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions
Jupyter Notebook
1
star
35

nonconvex-LVGGM

fast nonconvex algorithm for latent variable Gaussian graphical models
MATLAB
1
star