1. MICHIARDI Pietro
  2. MICHIARDI Pietro
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MICHIARDI Pietro

Poster / Demo

Wang, Chao; Nepote, Luca; Franzese, Giulio; Michiardi, Pietro

Relative entropy estimation in function space: Theory and applications to trajectory inference

ICML 2026, 43rd International Conference on Machine Learning, 6-11 July 2026, Seoul, South Korea
Detail
ARXIV
BIBTEX

Report

Foresti, Alberto; Franzese, Giulio; Michiardi, Pietro; Butakov, Ivan; Tolmachev, Alexander; Frolov, Alexey

Towards diverse and comprehensive benchmarks for mutual information estimation

Submitted to ArXiV, 3 July 2026
Detail
ARXIV
BIBTEX

Report

Galeano Munoz, Simon Pedro; Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro; Filippone, Maurizio

DIPHINE: Diffusion-based F-ID neural estimator

Submitted to ArXiV, 17 June 2026
Detail
ARXIV
BIBTEX

Conference

Galeano Munoz, Simon Pedro; Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro; Filippone, Maurizio

TENDE: Transfer entropy neural diffusion estimation

AISTATS 2026, 29th Annual Conference on Artificial Intelligence and Statistics, 2-5 May 2026, Tangier, Morocco
Detail
ARXIV
BIBTEX

Conference

Foresti, Alberto; Franzese, Giulio; Michiardi, Pietro

Information estimation with discrete diffusion

ICLR 2026, 14th International Conference on Learning Representations, 23-27 April 2026, Rio de Janeiro, Brazil
Detail
Document
BIBTEX

Talk

Michiardi, Pietro

Foundations of generative AI, with applications to trajectory inference

Keynote talk in Bordeaux School of Neurosciences, Frontiers in Neural Organoids Modelling, 13 April-1 May 2026, Bordeaux, France
Detail
BIBTEX

Report

Alberto Foresti, Mustapha Bounoua, Giulio Franzese, Luca Ambrogioni, Pietro Michiardi

Improved Sampling Schedules for Discrete Diffusion Models

Submitted to ArXiV, 6 February 2026
Detail
ARXIV
BIBTEX

Journal

Jiang, Feibo; Pan, Cunhua; Wang, Kezhi; Michiardi, Pietro; Dobre, Octavia A; Debbah, Merouane

From large AI models to agentic AI: A tutorial on future intelligent communications

IEEE Journal on Selected Areas in Communications, 2 February 2026
Detail
DOI
BIBTEX

Conference

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Learning to match unpaired data with minimum entropy coupling

ICML 2025, 42nd International Conference on Machine Learning, 13-19 July 2025, Vancouver, Canada
Detail
ARXIV
BIBTEX

Talk

Michiardi, Pietro

MI is all you need: Understanding complex multivariate systems through the lenses of GenAI

EMTECH 2025, Keynote at Workshop on Emerging Technologies for Next-Generation Networks, collocated with IEEE MeditCom 2025, 7 July 2025, Nice, France
Detail
BIBTEX