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aaai19-abda-presgari

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

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

allen-ai-science-qa

Code for the 5th place solution by team "A Pure Logical Approach" for the Allen AI Science QA Kaggle Challenge

awesome-spn

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

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

debd

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

ecml16_postgari

beamer source code for ECML-PKDD 2016 Doctoral Consortium poster

ecml16_presgari

beamer source code for ECML-PKDD 2016 Doctoral Consortium presentation

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

enzitetobeamertheme

enziteto a minimalistic beamer them with a typographic accent

grid-boilerplate

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

icse-1415

Course material for Knowledge Engineering and Expert Systems (Ingegneria della Conoscenza e Sistemi Esperti) a.a. 2014-2015

icse-1516

Course material for Knowlege Engineering and Expert Systems 2015-16

inmf

an attempt to bring incrementality to NMF

isoul

A branch of the old iSoul project, a soulseek client for Mac OS X.

iterated-pysoner-dilemma

Iterated Prisoner's Dilemma simulations in python (IPyD)

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

pam

A simple implementation of PAM for K-Medoids in python using numba and theano

pgm16_tutorial

Latex source code for the PGM'16 tutorial on "Learning Sum-Product Networks"

pixel-cnn-pp

Pytorch Implementation of OpenAI's PixelCNN++

probabilistic-circuits

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

prolog.tmbundle

TextMate support for Prolog