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Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019stackexchange-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 2018nevae
Code and data for "NeVAE: A Deep Generative Model for Molecular Graphs", AAAI 2019hdhp.py
Code for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017spaced-selection
Code and real data for "Large-scale randomized experiment reveals machine learning helps people learn and remember more effectively", npj Science of Learning 2021strategic-decisions
Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.curb
Code for "An Online Algorithm to Reduce the Spread of Misinformation in Social Networks", WSDM 2018mlss-2016
MLSS 2016 material.RedQueen
Code for "RedQueen: An Online Algorithm for Smart Broadcasting on Social Networks", WSDM 2017l1-ls.py
L1 regularized Least Squares minimization problem solver.counterfactual-explanations-mdp
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021counterfactual-tpp
Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022disease-control
Code and data for "Stochastic Optimal Control of Epidemic Processes in Networks", ML4H at NeurIPS 2018discussion-complexity
Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019MLSS-2017
MLSS 2017: Tutorial on Social Network Analysisnetrate
Netrate Matlab/CVXCoevolution
Code for "COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution", NIPS 2015improve-expert-predictions-conformal-prediction
Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023datasets2sqlite
Scripts to convert some datasets to SQLite format.counterfactual-llms
Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.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 2020classification-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 2018infopath
Infopath C++/SNAP implementationRedQueen-website
Website and presentation with a Demo for RedQueen.LVIV-2018
Dynamic Social Network Analysis at the Lviv Data Science Summer Schooljetbrains-seminar-2019
JetBrains seminar on learning with temporal point processdifferentiable-learning-under-triage
Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021within-group-monotonicity
Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023broadcast_ref
Code for "Smart Broadcasting: Do you want to be seen?", KDD 2016human-aligned-calibration
Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023cfact-inference-second-opinions
Code for "Counterfactual Inference of Second Opinions", UAI 2022towards-human-ai-complementarity-predictions-sets
Code for "Towards Human-AI Complementarity with Predictions Sets", arXiv 2024counterfactual-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 2024influmax
Influmax C++/SNAPhcml-seminar-2024
Human-Centric Machine Learning Seminar @ RPTU (Winter 2024)pooled-testing
Code for "Pooled Testing of Traced Contacts Under Superspreading Dynamics", PLOS Computational BiologyLove Open Source and this site? Check out how you can help us