Human-Centric Machine learning (@Networks-Learning)
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Networks-Learning

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Top repositories

1

memorize

Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019
Jupyter Notebook
179
star
2

stackexchange-dump-to-postgres

Python scripts to import StackExchange data dump into Postgres DB.
Python
84
star
3

tpprl

Code and data for "Deep Reinforcement Learning of Marked Temporal Point Processes", NeurIPS 2018
Python
77
star
4

nevae

Code and data for "NeVAE: A Deep Generative Model for Molecular Graphs", AAAI 2019
Python
54
star
5

hdhp.py

Code for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017
Python
36
star
6

spaced-selection

Code and real data for "Large-scale randomized experiment reveals machine learning helps people learn and remember more effectively", npj Science of Learning 2021
Jupyter Notebook
31
star
7

strategic-decisions

Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.
Jupyter Notebook
27
star
8

curb

Code for "An Online Algorithm to Reduce the Spread of Misinformation in Social Networks", WSDM 2018
Jupyter Notebook
27
star
9

mlss-2016

MLSS 2016 material.
Python
22
star
10

RedQueen

Code for "RedQueen: An Online Algorithm for Smart Broadcasting on Social Networks", WSDM 2017
Jupyter Notebook
21
star
11

l1-ls.py

L1 regularized Least Squares minimization problem solver.
Python
17
star
12

counterfactual-explanations-mdp

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
Jupyter Notebook
16
star
13

counterfactual-tpp

Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022
Jupyter Notebook
15
star
14

disease-control

Code and data for "Stochastic Optimal Control of Epidemic Processes in Networks", ML4H at NeurIPS 2018
Jupyter Notebook
12
star
15

discussion-complexity

Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019
Python
12
star
16

MLSS-2017

MLSS 2017: Tutorial on Social Network Analysis
C++
10
star
17

netrate

Netrate Matlab/CVX
Objective-C
10
star
18

Coevolution

Code for "COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution", NIPS 2015
C++
9
star
19

improve-expert-predictions-conformal-prediction

Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023
Jupyter Notebook
8
star
20

datasets2sqlite

Scripts to convert some datasets to SQLite format.
Python
7
star
21

counterfactual-llms

Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.
Jupyter Notebook
7
star
22

prediction-powered-ranking

Code for "Prediction-Powered Ranking of Large Language Models", Arxiv 2024.
Python
7
star
23

regression-under-assistance

Code and data for "Regression under human assistance", AAAI 2020
Jupyter Notebook
6
star
24

classification-under-assistance

Code and data for "Classification Under Human Assistance"
Python
6
star
25

counterfactual-continuous-mdp

Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.
Python
6
star
26

FairHumanDecisions

Code and data for "Enhancing the Accuracy and Fairness of Human Decision Making", NeurIPS 2018
Python
4
star
27

infopath

Infopath C++/SNAP implementation
C++
4
star
28

RedQueen-website

Website and presentation with a Demo for RedQueen.
JavaScript
4
star
29

LVIV-2018

Dynamic Social Network Analysis at the Lviv Data Science Summer School
Jupyter Notebook
4
star
30

jetbrains-seminar-2019

JetBrains seminar on learning with temporal point process
Jupyter Notebook
3
star
31

differentiable-learning-under-triage

Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021
Jupyter Notebook
3
star
32

within-group-monotonicity

Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023
Python
3
star
33

broadcast_ref

Code for "Smart Broadcasting: Do you want to be seen?", KDD 2016
Python
3
star
34

human-aligned-calibration

Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023
Python
3
star
35

cfact-inference-second-opinions

Code for "Counterfactual Inference of Second Opinions", UAI 2022
Python
2
star
36

towards-human-ai-complementarity-predictions-sets

Code for "Towards Human-AI Complementarity with Predictions Sets", arXiv 2024
Python
2
star
37

counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.
Python
2
star
38

counterfactually-harmless-matching

Code for "Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes", arXiv 2024
Python
1
star
39

wikipedia-protobuf

This repository processes wikipedia and other datasets.
Python
1
star
40

influmax

Influmax C++/SNAP
C++
1
star
41

hcml-seminar-2024

Human-Centric Machine Learning Seminar @ RPTU (Winter 2024)
1
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42

pooled-testing

Code for "Pooled Testing of Traced Contacts Under Superspreading Dynamics", PLOS Computational Biology
Jupyter Notebook
1
star