Structured Machine Learning Group @ UNITN

CAN

Implementation of Constrained Adversarial Networks

ETNgen

ETNgen: A temporal graph generator based on Egocentric Temporal Motifs

pcl

Decomposition Strategies for Constructive Preference Elicitation

pear-personalized-algorithmic-recourse

Code for the paper "Personalized Algorithmic Recourse with Preference Elicitation"

pyconstruct

Python library for declarative, constrained, structured-output prediction.

recourse-fare

(Explainable) Algorithmic Recourse with Reinforcement Learning and MCTS (FARE and E-FARE)

rsbench

Official website for the "rsbench: A Benchmark Suite for Systematically Evaluating Reasoning Shortcuts" benchmark paper

rsbench-code

Official codebase for the "rsbench: A Benchmark Suite for Systematically Evaluating Reasoning Shortcuts" benchmark paper.

syn-interventions-algorithmic-recourse

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.

wmi-pa

Efficient WMI via SMT-Based Predicate Abstraction

unitn-sml/pyconstruct

Python library for declarative, constrained, structured-output prediction.

unitn-sml/wmi-pa

Efficient WMI via SMT-Based Predicate Abstraction

unitn-sml/CAN

Implementation of Constrained Adversarial Networks

unitn-sml/syn-interventions-algorithmic-recourse

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.

unitn-sml/rsbench

Official website for the "rsbench: A Benchmark Suite for Systematically Evaluating Reasoning Shortcuts" benchmark paper

unitn-sml/recourse-fare

(Explainable) Algorithmic Recourse with Reinforcement Learning and MCTS (FARE and E-FARE)

unitn-sml/pcl

Decomposition Strategies for Constructive Preference Elicitation

unitn-sml/pear-personalized-algorithmic-recourse

Code for the paper "Personalized Algorithmic Recourse with Preference Elicitation"

unitn-sml/rsbench-code

Official codebase for the "rsbench: A Benchmark Suite for Systematically Evaluating Reasoning Shortcuts" benchmark paper.

unitn-sml/bibble

another BibTeX-to-HTML (with Jinja2 templates)

unitn-sml/choice-perceptron

Constructive Preference Elicitation over Hybrid Combinatorial Spaces

unitn-sml/coactive-critiquing

Implementation of Coactive Critiquing for Preference Elicitation

unitn-sml/constructive-layout-synthesis

Constructive Layout Synthesis via Coactive Learning

unitn-sml/Egocentric-Temporal-Motifs-Miner-ETMM

Egocentric Temporal Motifs Miner

unitn-sml/ETNgen

ETNgen: A temporal graph generator based on Egocentric Temporal Motifs

unitn-sml/physician-medLLM-interaction

unitn-sml/setmargin

setmargin preference elicitation

unitn-sml/wmi-benchmarks

A collection of probabilistic inference problems involving algebraic and logical constraints