fengxianghe Goto Github PK

activation-code

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

apw

Adaptive Priority Reweighing for Generalizing Fairness Improvement

auction-gym

AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online advertising auctions.

bif

communication-efficient_regret-optimal_doco

Programs for algorithms proposed in "Communication-Efficient Regret-Optimal Distributed Online Convex Optimization" and some baseline DOCO algorithms.

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

cvnn_generalization

dispfl

[ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"

easymps

A pedagogical realization of MPS method.

generalization-of-dsgd

The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"

global-ne

iclr-images

infi

InFi is a library for building input filters for resource-efficient inference.

lsn_code

Lie Symmetry Net

mcmc-unlearning

[ICLR 2022] Official repository for "Knowledge Removal in Sampling-based Bayesian Inference"

mean-teacher

A state-of-the-art semi-supervised method for image recognition

nabladft

nablaDFT: Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

privacypreservingml

Human-imperceptible, Machine-recognizable Images

prvs-image-inpainting

The code for our paper Progressive Reconstruction of Visual Structure for Image Inpainting will be released soon.

robust-unlearnable-examples

[ICLR 2022] Official repository for "Robust Unlearnable Examples: Protecting Data Against Adversarial Learning"

rpg

saml

Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning

second.pytorch

PointPillars for KITTI object detection

spham

[ICLR 2022] Huber Additive Models for Non-stationary Time Series Analysis