nikikilbertus
• Professor at Technical University of Munich • Group Leader at Helmholtz AI
TUM, Helmholtz AI
Pinned Repositories
blind-justice
:lock: Blind Justice :lock: Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018
causal-fairness
:arrow_forward: Causal Fairness :arrow_backward: Learn fair predictors from biased observations and causal relations
cf-fairness-sensitivity
The code for the paper *The Sensitivity of Counterfactual Fairness to Unmeasured Confounding* @ UAI 2019
convwave
:ocean: ConvWave :ocean: Searching for Gravitational Waves with Fully Convolutional Neural Nets
fair-decisions
Fair decisions despite imperfect predictions
fairensics
:mag: A python library to discover and mitigate biases in machine learning models and datasets :mag:
general-iv-models
Bounding causal effects in general (continuous, non-additive) instrumental variable models.
InstaHeat
:fire: InstaHeat :fire: 3D Preheating Code with Metric Perturbations and Gravitational Wave Signature (in C)
report_sky-moca
Report of a research project in Magnetism about 3D simulations of Skyrmions.
Sky-MoCa
:coffee: Sky-MoCa :coffee: Skyrmion - Monte Carlo: Simulated annealing for a 3D spin lattice in Julia
nikikilbertus's Repositories
nikikilbertus/fairensics
:mag: A python library to discover and mitigate biases in machine learning models and datasets :mag:
nikikilbertus/Sky-MoCa
:coffee: Sky-MoCa :coffee: Skyrmion - Monte Carlo: Simulated annealing for a 3D spin lattice in Julia
nikikilbertus/blind-justice
:lock: Blind Justice :lock: Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018
nikikilbertus/convwave
:ocean: ConvWave :ocean: Searching for Gravitational Waves with Fully Convolutional Neural Nets
nikikilbertus/general-iv-models
Bounding causal effects in general (continuous, non-additive) instrumental variable models.
nikikilbertus/cf-fairness-sensitivity
The code for the paper *The Sensitivity of Counterfactual Fairness to Unmeasured Confounding* @ UAI 2019
nikikilbertus/fair-decisions
Fair decisions despite imperfect predictions
nikikilbertus/report_sky-moca
Report of a research project in Magnetism about 3D simulations of Skyrmions.
nikikilbertus/causal-fairness
:arrow_forward: Causal Fairness :arrow_backward: Learn fair predictors from biased observations and causal relations
nikikilbertus/InstaHeat
:fire: InstaHeat :fire: 3D Preheating Code with Metric Perturbations and Gravitational Wave Signature (in C)
nikikilbertus/apd-core
Awesome Public Datasets Core
nikikilbertus/causal-fermion-systems
A numerical analysis of the causal action principle of causal fermion systems (https://causal-fermion-system.com/)
nikikilbertus/cbl-website
CBL website
nikikilbertus/fairmlbook.github.io
nikikilbertus/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
nikikilbertus/procaformer
Code for the paper Whole Genome Transformers for Gene Interaction Effects in Microbiome Habitat Prediction
nikikilbertus/pycbc
Python CBC Tools
nikikilbertus/tensorflow
Computation using data flow graphs for scalable machine learning
nikikilbertus/treatment_decisions
Multi-armed bandit modeling for clinical treatment decisions
nikikilbertus/WorkingGroup
Causality Working Group