Structured Machine Learning Group @ UNITN

All

19 repositories

rsbench-code
Public
Official codebase for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper.
concepts neuro-symbolic-ai reasoning-shortcuts
Python
•1•2•0•0•Updated Nov 11, 2024Nov 11, 2024
rsbench
Public
Official website for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper
benchmark neuro-symbolic-ai reasoning-shortcuts
HTML
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GNU General Public License v3.0
•1•4•0•0•Updated Oct 29, 2024Oct 29, 2024
temporal-algorithmic-recourse
Public
Original codebase for the paper "Time Can Invalidate Algorithmic Recourse"
machine-learning explainable-ai counterfactual-explanations algorithmic-recourse
Python
•0•0•0•0•Updated Oct 10, 2024Oct 10, 2024
wmi-pa
Public
Efficient WMI via SMT-Based Predicate Abstraction
Python
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MIT License
•5•13•0•0•Updated Jul 1, 2024Jul 1, 2024
wmi-benchmarks
Public
A collection of probabilistic inference problems involving algebraic and logical constraints
Python
•0•1•0•0•Updated Jun 17, 2024Jun 17, 2024
pear-personalized-algorithmic-recourse
Public
Code for the paper "Personalized Algorithmic Recourse with Preference Elicitation"
preference-elicitation explainable-ai algorithmic-recourse human-centric-ml
Python
•0•1•0•0•Updated Apr 17, 2024Apr 17, 2024
recourse-fare
Public
(Explainable) Algorithmic Recourse with Reinforcement Learning and MCTS (FARE and E-FARE)
machine-learning mcts monte-carlo-tree-search explainable-ai reinfrocement-learning algorithmic-recourse
Python
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MIT License
•0•3•0•0•Updated Apr 17, 2024Apr 17, 2024
physician-medLLM-interaction
Public
Python
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MIT License
•0•0•0•0•Updated Apr 2, 2024Apr 2, 2024
pyconstruct
Public
Python library for declarative, constrained, structured-output prediction.
machine-learning jinja2 constraint-programming minizinc structured-prediction
Python
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MIT License
•4•21•1•1•Updated Oct 16, 2023Oct 16, 2023
syn-interventions-algorithmic-recourse
Public
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
program-synthesis mcts explainable-ai counterfactual-explanations algorithmic-recourse
Python
•1•7•0•0•Updated Mar 20, 2023Mar 20, 2023
ETNgen
Public
ETNgen: A temporal graph generator based on Egocentric Temporal Motifs
Jupyter Notebook
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MIT License
•3•0•0•0•Updated Feb 10, 2022Feb 10, 2022
bibble
Public
another BibTeX-to-HTML (with Jinja2 templates)
Python
•21•0•0•0•Updated Jan 31, 2022Jan 31, 2022
Egocentric-Temporal-Motifs-Miner-ETMM
Public
Egocentric Temporal Motifs Miner
Jupyter Notebook
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MIT License
•2•0•0•0•Updated Nov 9, 2021Nov 9, 2021
CAN
Public
Implementation of Constrained Adversarial Networks
generative-adversarial-networks semantic-loss gans constrained-adversarial-networks
Python
•0•7•0•0•Updated Mar 2, 2021Mar 2, 2021
constructive-layout-synthesis
Public
Constructive Layout Synthesis via Coactive Learning
Python
•1•1•1•0•Updated Apr 5, 2018Apr 5, 2018
pcl
Public
Decomposition Strategies for Constructive Preference Elicitation
Python
•0•1•0•0•Updated Nov 20, 2017Nov 20, 2017
choice-perceptron
Public
Constructive Preference Elicitation over Hybrid Combinatorial Spaces
Python
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MIT License
•1•0•0•0•Updated Nov 16, 2017Nov 16, 2017
coactive-critiquing
Public
Implementation of Coactive Critiquing for Preference Elicitation
Python
•0•0•0•0•Updated Dec 7, 2016Dec 7, 2016
setmargin
Public
setmargin preference elicitation
Python
•1•0•0•0•Updated May 11, 2016May 11, 2016