Networks-Learning/RedQueen-website

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Networks-Learning/RedQueen-website

Networks-Learning

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Website and presentation with a Demo for RedQueen.

memorize

Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019

Jupyter Notebook

stackexchange-dump-to-postgres

Python scripts to import StackExchange data dump into Postgres DB.

tpprl

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

nevae

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

hdhp.py

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

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

strategic-decisions

Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.

Jupyter Notebook

curb

Code for "An Online Algorithm to Reduce the Spread of Misinformation in Social Networks", WSDM 2018

Jupyter Notebook

mlss-2016

MLSS 2016 material.

RedQueen

Code for "RedQueen: An Online Algorithm for Smart Broadcasting on Social Networks", WSDM 2017

Jupyter Notebook

l1-ls.py

L1 regularized Least Squares minimization problem solver.

counterfactual-explanations-mdp

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

Jupyter Notebook

counterfactual-tpp

Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022

Jupyter Notebook

disease-control

Code and data for "Stochastic Optimal Control of Epidemic Processes in Networks", ML4H at NeurIPS 2018

Jupyter Notebook

discussion-complexity

Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019

MLSS-2017

MLSS 2017: Tutorial on Social Network Analysis

netrate

Netrate Matlab/CVX

Coevolution

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

improve-expert-predictions-conformal-prediction

Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023

Jupyter Notebook

datasets2sqlite

Scripts to convert some datasets to SQLite format.

counterfactual-llms

Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.

Jupyter Notebook

prediction-powered-ranking

Code for "Prediction-Powered Ranking of Large Language Models", Arxiv 2024.

regression-under-assistance

Code and data for "Regression under human assistance", AAAI 2020

Jupyter Notebook

classification-under-assistance

Code and data for "Classification Under Human Assistance"

counterfactual-continuous-mdp

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

FairHumanDecisions

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

infopath

Infopath C++/SNAP implementation

LVIV-2018

Dynamic Social Network Analysis at the Lviv Data Science Summer School

Jupyter Notebook

jetbrains-seminar-2019

JetBrains seminar on learning with temporal point process

Jupyter Notebook

differentiable-learning-under-triage

Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021

Jupyter Notebook

within-group-monotonicity

Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023

broadcast_ref

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

human-aligned-calibration

Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023

cfact-inference-second-opinions

Code for "Counterfactual Inference of Second Opinions", UAI 2022

towards-human-ai-complementarity-predictions-sets

Code for "Towards Human-AI Complementarity with Predictions Sets", arXiv 2024

counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.

counterfactually-harmless-matching

Code for "Matchings, Predictions and Counterfactual Harm in Refugee Resettlement Processes", arXiv 2024

wikipedia-protobuf

This repository processes wikipedia and other datasets.

influmax

Influmax C++/SNAP

hcml-seminar-2024

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

pooled-testing

Code for "Pooled Testing of Traced Contacts Under Superspreading Dynamics", PLOS Computational Biology

Jupyter Notebook