FMZennaro

Associate Professor in Machine Learning

[CauScien @CauScien]

We're kicking off the day with our first talk by @riccardocadeii on Artificial Causal Inference in Scientific Experiments.

Come learn how AI helps us figure out cause and effect, especially when observing the complex world of ants!

#NeurIPS2025 Upper Level Meeting Room 8

[uai2026 @UncertaintyInAI]

then on The Workshop on Causal Abstractions and Representations #CAR25

https://t.co/tTpPit1b6T

[Adèle Ribeiro @adelehr]

Got a great causality-related idea?
🇧🇷 Don’t miss the chance to present your work in Rio for the CAR Workshop at #uai2025!
🔥 We welcome works in causal abstraction, representation learning, clustered graphs, and more!
🗓️ Deadline: May 26, 2025

[Gabriele D'Acunto @officiallydac]

#ICML 2025 here we come!

**Causal Abstraction Learning based on the Semantic Embedding Principle**

Stay tuned for the camera-ready version (spoiler: new results are on the way!)

@FMZennaro, Yorgos Felekis and Paolo Di Lorenzo (not on X).

#causal #ML

[Adèle Ribeiro @adelehr]

Call for Papers – CAR Workshop @UncertaintyInAI in Rio de Janeiro, Brazil 🇧🇷 #uai2025

Are you pushing the boundaries of causal abstractions, causal representation learning, or clustered causal graphs? Submit to CAR 2025!

Deadline: May 26, 2025

https://t.co/XiacBV8kLq

[CLeaR-Conference on Causal Learning and Reasoning @Conf_CLeaR]

Interested in Causality and its many applications? Don't forget to register for #CLeaR2025, the 4th Conference on Causal Learning and Reasoning, conference May 7-9 in Lausanne, Switzerland! ✅Register ASAP by Mar 31 to enjoy the early-bird discount: https://t.co/lOiIQuPvYA

[Zhijing Jin @ZhijingJin]

Welcome all researchers and industry partners to join us in the 4th Conference on CLeaR (Causal Learning and Reasoning)! Check out the early-bird registration now and also the venue information in Lausanne, Switzerland.

[Gabriele D'Acunto @officiallydac]

Interested in mappings between causal models? Check out our new work: *"Causal Abstraction Learning based on the Semantic Embedding Principle"*

Amazing collaboration with @FMZennaro , Yorgos Felekis, and Paolo Di Lorenzo (not on X)

https://t.co/ZwhohH2X4z

[FMZennaro @FMZennaro]

New work on causal abstraction by Willem Schooltink: looking at how graphical abstraction and functional abstraction are related! https://t.co/ygNuEvfLS0

[uai2026 @UncertaintyInAI]

The 41st Conference on #Uncertainty in #AI will be held in Rio de Janeiro 🇧🇷, July 21-25!

The CfP is out 👉https://t.co/bFnMjEGWDe

🚨 Feb 10: Paper submission
🗣️ Apr 3-10: rebuttal period
🎉/💀 May 6: Author notification

#UAI2025 #ML #stats #learning #reasoning #uncertainty

[Warwick Statistics @warwickstats]

"Interventionally Consistent Surrogates for Agent-based Simulators" with Joel Dyer, Nicholas Bishop, Yorgos Felekis (Warwick), Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael Wooldridge https://t.co/VNuULsR4yE #NeurIPS
3/3

[Warwick Statistics @warwickstats]

"Generating Origin-Destination Matrices in Neural Spatial Interaction Models" with Ioannis Zachos and Mark Girolami. #NeurIPS
2/3

[Warwick Statistics @warwickstats]

More #NeurIPS papers. This time from Theo Damoulas and collaborators. "Physics-Informed Variational State-Space Gaussian Processes" with Oliver Hamelijnck (Warwick) and Arno Solin. https://t.co/eOi2oXWtxu
1/3

[Warwick Statistics @warwickstats]

Warwick PhD wins international award

Jeremias Knoblauch has been awarded the 2023 Savage Award of the International Society for Bayesian Analysis for his Warwick PhD thesis “Optimization-centric Generalizations of Bayesian Inference” supervised by Theo Damoulas.

[CLeaR-Conference on Causal Learning and Reasoning @Conf_CLeaR]

We are thrilled to announce the 4th Conference on Causal Learning and Reasoning (CLeaR), taking place in Lausanne, Switzerland, from May 7-9, 2025!

Submission deadline: Nov 2, 2024, 11:59 PM AoE. For details, visit https://t.co/eyzQQsBopt 😀😎

[Joel Dyer @JoelNMDyer]

.@NickBishop5 will also be at #UAI2024 to present our Oral paper w/ @FMZennaro @yfelekis @wooldridgemike #AniCalinescu @TDamoulas on causally-abstracted multi-armed bandits: https://t.co/w31re0P9vx

[Fabrizia Mealli @fabri_mealli]

DiSIA @DataScienceFLR
@harvard_data @EUI_EU are glad to announce the ✨️Symposium on Causality ✨️

📍Florence, @museogalileo
🗓 September 26-27, 2024

Registration for online attendance is open! Check the website
🔗https://t.co/hVzzX8AnFP

@francescadomin8

[Gabriele D'Acunto @officiallydac]

I am thrilled to share that ‘Learning Multi-Frequency Partial Correlation Graphs’ has just been published through @IEEEXplore in IEEE TSP. Thanks to my super co-authors Paolo Di Lorenzo, @FrancescoBonchi, Stefania Sardellitti, and Sergio Barbarossa.

https://t.co/Ckt3H7j3sj

[Nicola Branchini @Branchini_Nic]

I am attending ISBA 2024 @ISBA_events @j_ISBA ;
If you want to chat about estimating expectations that have intractable normalizing constants, with Monte Carlo, when it is efficient and when not, come to my poster on Friday.

[FMZennaro @FMZennaro]

New exciting PhD position on causality, causal abstraction and reinforcement learning @UiB Norway! Get in touch for more details or check out: https://t.co/tfWNGKMZG3