arranger1044
Follow
Stars
A Python interface to the C TetGen library to generate tetrahedral meshes of any 3D polyhedral domains
Exact Soft Analytical Side-Channel Attacks using Tractable Circuits
InGram: Inductive Knowledge Graph Embedding via Relation Graphs (ICML 2023)
Double Control Variates for Gradient Estimation in Discrete Latent Variable Models
An inductive logic programming system
Code for paper "Wearable Data From Subjects Playing Super Mario, Taking University Exams, or Performing Physical Exercise Help Detect Acute Mood Disorder Episodes via Self-Supervised Learning: Pros…
PyPSDD porting to Python 3 PyTorch equivalent tree construction.
Materials of the Nordic Probabilistic AI School 2024.
Easy generative modeling in PyTorch.
Official website for the "rsbench: A Benchmark Suite for Systematically Evaluating Reasoning Shortcuts" benchmark paper
Code for our paper "Elevating Perceptual Sample Quality in Probabilistic Circuits through Differentiable Sampling".
Official repository of the theorydd python package
Code for NeurIPS 2020 paper "Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations"
Official Repository of "Investigating the Interplay between Features and Structures in Graph Learning" (MLG Workshop 2023)
A Python library for solving the exact 0-1 loss linear classification problem
PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models
Code for paper "Automated mood disorder symptoms monitoring from multivariate time-series sensory data: Getting the full picture beyond a single number".
Mini site for the "Advanced probabilistic modeling: from generative to neuro-symbolic AI" course for PhD students at the Unvesity of Trento 23/24
Codebase for BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts.