networks-learning Goto Github PK

broadcast_ref

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

cfact-inference-second-opinions

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

classification-under-assistance

Code and data for "Classification Under Human Assistance"

coevolution

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

counterfactual-continuous-mdp

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

counterfactual-explanations-mdp

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

counterfactual-prediction-sets

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

counterfactual-tpp

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

curb

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

datasets2sqlite

Scripts to convert some datasets to SQLite format.

differentiable-learning-under-triage

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

discussion-complexity

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

disease-control

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

fair-classification

Python code for training fair logistic regression classifiers.

fair-decisions

Code for "Fair decisions despite imperfect predictions", AISTATS 2020

fairhumandecisions

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

hcml-seminar-2023

hcml-seminar-ws22

Human-Centric Machine Learning Seminar (Winter 2022)

hdhp.py

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

human-aligned-calibration

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

human-machine-mdp

improve-expert-predictions-conformal-prediction

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

improve-screening-via-calibrated-subset-selection

Code for "Improving Screening Processes via Calibrated Subset Selection", ICML 2022

influmax

Influmax C++/SNAP

infopath

Infopath C++/SNAP implementation

jetbrains-seminar-2019

JetBrains seminar on learning with temporal point process

l1-ls.py

L1 regularized Least Squares minimization problem solver.

lviv-2018

Dynamic Social Network Analysis at the Lviv Data Science Summer School

memorize

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

mlss-2016

MLSS 2016 material.