arranger1044

awesome-spn

A structured list of resources about Sum-Product Networks (SPNs)

probabilistic-circuits

A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.

DEBD

A collection of commonly used datasets as benchmarks for density estimation in MaLe

adv-prob-mod-24

Mini site for the "Advanced probabilistic modeling: from generative to neuro-symbolic AI" course for PhD students at the Unvesity of Trento 23/24

spae

Code and supplemental material for "Sum-Product Autoencoding: Encoding and Decoding Representations using Sum-Product Networks"

spinaceto-beamer-theme

Spinaceto is a minimalistic beamer theme with a typographic accent

referomnia

aaai19-abda-presgari

Latex sources for the slides for "Automatic Bayesian Density Analisys" accepted as oral at AAAI 2019

C-HMCNN

Code for paper: "Coherent Hierarchical Multi-Label Classification Networks"

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

DataTypes

Automatic Discovery of the Statistical Types of Variables in a Dataset

ecml16_postgari

beamer source code for ECML-PKDD 2016 Doctoral Consortium poster

ecml16_presgari

beamer source code for ECML-PKDD 2016 Doctoral Consortium presentation

vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

ecml17-postgari

Latex sources of my poster for "Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks" at the main track of ECML-PKDD 2017

ecml17-presgari

Latex sources of my presentation for "Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks" at the main track of ECML-PKDD 2017

ecml2015-postgari

Latex sources of my poster for "Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning" at the main track of ECML-PKDD 2015

ecml2015-presgari

Latex sources of my presentation for "Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning" at the main track of ECML-PKDD 2015

EinsumNetworks-1

emacs.d

Configuration for my custom version of emacs

grid-boilerplate

Some boilerplate code for distilling grid search experiments in python and Julia

MADE

MADE: Masked Autoencoder for Distribution Estimation

mldm.it-17-presgari

Latex sources of my presentation for "Encoding and Decoding Representations with Sum-Product Networks" at MLDM.it 17 Workshop

pixel-cnn-pp

Pytorch Implementation of OpenAI's PixelCNN++

rsbench

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

scripting-manent

verba volant, bash scripting manent

SPN

tao-inria-presgari

Latex sources of my presentation "Learning and Exploiting Deep Tractable Probabilistic Models" at TAO team @ INRIA - Université Paris-Sud

TiSeLaC-ECMLPKDD17

TiSeLaC ECML/PKDD 2017 discovery challenge solution

trac-exp-neurips19-poster