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nolovedeeplearning.bsky.social
human being | assoc prof in #ML #AI #Edinburgh | PI of #APRIL | #reliable #probabilistic #models #tractable #generative #neuro #symbolic | heretical empiricist | he/him πŸ‘‰ https://april-tools.github.io
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If you're at #AAAI2025, come check out my talk tomorrow (Fri, Feb 28) from 9:30–10:45 AM in the Machine Learning track! πŸ‘¨πŸ»β€πŸ« πŸ“ Swing by our poster later in the day for more discussion!

Are you at AAAI in Philadelphia and interested about #tensor-factorizations or #circuits or even both? Then join us today at our tutorial: "From tensor factorizations to circuits (and back!)" Details and materials here april-tools.github.io/aaai25-tf-pc... Time 4:15pm - 6:00pm, Room 117

I am at @realaaai.bsky.social #AAAI25 in sunny #Philadelphia 🌞 reach out if you want to grab coffee and chat about #probabilistic #ML #AI #nesy #neurosymbolic #tensor #lowrank models! check out our tutorial πŸ‘‰ april-tools.github.io/aaai25-tf-pc... and workshop πŸ‘‰ april-tools.github.io/colorai/

πŸ”₯ Can AI reason over time while following logical rules in relational domains? We will present Relational Neurosymbolic Markov Models (NeSy-MMs) next week at #AAAI2025! πŸŽ‰ πŸ“œ Paper: arxiv.org/pdf/2412.13023 πŸ’» Code: github.com/ML-KULeuven/... πŸ§΅β¬‡οΈ

⏰ Last days for submitting your workshop proposal at #UAI2025! πŸ‡§πŸ‡· If you don't want to miss Rio de Janeiro in July, don't skip the submission deadline on February 28th! 🌐 Instructions for the submission are online at www.auai.org/uai2025/call...

Less than one week to submit abstracts for the Neurosymbolic Generative Models Special Track at @nesyconf.org 2025! Conference keynotes by @guyvdb.bsky.social, @tkipf.bsky.social & Deborah McGuinness. Details: 2025.nesyconf.org/nesy-generat... πŸš€

everyday, refresh your Google scholar page until you see this

one of the dreams of my life is to find a perfectly legal scheme to subtract millions from the rich every year and use them to fund basic education of the poor.

πŸ₯³ "Logically Consistent Language Models via Neuro-Symbolic Integration" just accepted at #ICLR2025! We focus on instilling logical rules in LLMs with an efficient loss, leading to higher factuality & (self) consistency. How? 🧡

Molecule sequence models learn vast molecular spaces, but how to navigate them efficiently? We explored multi-objective RL, SFT, merging, but these fall short in balancing control and diversity. We introduce **Mol-MoE**: a mixture of experts for controllable molecule generation🧡

clear

Put aside the nastiness of this post, & the way in he attacks Zelenskyy as a dictator but says not a word about his pal Putin, & just focus on the way it is written: would you hire this weird person to work for you? Would you trust this odd person to teach your kid in school?

Thank you so much for visiting us @nolovedeeplearning.bsky.social ! It was wonderful meeting you in person, and your talk was truly engaging and insightful!

Thanks @uni-of-warwick.bsky.social and @faiswarwick.bsky.social, it was super nice to interact with you all! and special thanks to @parisgiampouras.bsky.social who was a wonderful host!

Excited to have Antonio Vergari (@nolovedeeplearning.bsky.social) from Uni. of Edinburgh today in our Foundations of AI Seminar Series, @faiswarwick.bsky.social ! πŸ—“οΈ Date: Feb 18th ⏰ 2pm (GMT) πŸ“Mathematical Sciences Building, MB0.08 #WarwickDepCompScience @uni-of-warwick.bsky.social

Kind of sad that this can't be immediately dismissed as satire. www.reddit.com/r/MachineLea...

Have you worked recently on a cool topic πŸ“š and now you think it is time to teach it to the whole #UAI2025 community πŸ—£οΈ? If so, submit a proposal to give a #Tutorial in #Rio πŸ‡§πŸ‡·! πŸ‘‰ www.auai.org/uai2025/call... πŸ•“ deadline: Apr 14, 2025

Happy to see our work at TMLR! We systematically show the relationships between two apparently different fields: tensor factorizations and circuits, and how bridging the two enables us to exchange results, research opportunitie in ML, and practical implementation solutions.

My heart ached when I was reminded that Aaron Swartz was prosecuted for trying to make academic knowledge more accessible to the public. Meta, meanwhile, is doing it for their own bottom line. I'm going to guess that no one at Meta will be looking at spending 35 years in jail for this.

πŸ”₯πŸ”₯πŸ”₯ @loreloc.bsky.social @ropeharz.bsky.social @cassiodecampos.bsky.social @ac.erikquaeghebeur.name

Thanks to whoever's running UAI social media for the wholesome content #phdlife #academicSky

The submission site for ProbNum 2025 is now open! The deadline is March 5th. We welcome your beautiful work on probabilistic numerics and related areas! probnum25.github.io/submissions

We are hiring for PhD positions! I’m looking for people interested in exploring the intersection of learning and reasoning with applications to anomaly detection and sports. @dtai-kuleuven.bsky.social @wannesm.bsky.social www.kuleuven.be/personeel/jo...

πŸ’ͺ Well done to each one of you who managed to submit one of the ✨750 papers✨ we received! 😍 You deserve to rest and take a vacation πŸ›Œ β›΅! (and even if you did not manage to submit in the end, you did well by trying to push 🦾)

One more push! You can do it! 🦾

Oops 😬

A *2011* grant from NSERC Research Tools and Instruments, for 60000 CAD, to Geoff Hinton (@geoffreyhinton.bsky.social) For "Large scale machine learning using GPUs" Everything you're seeing now started from a pittance of cash given by the Canadian government for fundamental research

we know that weekends are to rest and relax πŸ›Œ... but there is that annoying experiment that needs to be absolutely re-run! πŸƒβ€β™‚οΈπŸ’¨ good luck to everyone doing the final push for #UAI2025 πŸ’ͺ🀞

1. Today the NIH director issued a new directive slashing overhead rates to 15%. I want to provide some context on what that means and why it matters. grants.nih.gov/grants/guide...

NeSy 2025 CfP at 2025.nesyconf.org/call-for-pap... - paper deadline Feb 28 (abstract), March 7 (full). 19th Internat. Conf. on Neurosymbolic Learning and Reasoning, Santa Cruz (CA, USA) from September 8-10, 2025. @lgilpin.bsky.social @emilevankrieken.com @e-giunchiglia.bsky.social

One more week to wrap-up and polish that sweet submission on #uncertainty #probabilistic #causal #ML #AI you were working on for a while! You can do it! 🦾

this automatic superresolution and #GenAI have gone too far

OpenAI right now

why is the hamburger recursive??? What is a #PC? What is #CP? All the answers you are seeking are in this @tmlrorg.bsky.social Featured paper πŸ‘‰ openreview.net/pdf?id=Y7dRm... or this notebook with code github.com/april-tools/...