Muawiz Chaudhary
muawizc.bsky.social
Muawiz Chaudhary
@muawizc.bsky.social
Mila

I do work in Computer Vision, Science For Deep Learning

Lookin to go to grad school
Reposted by Muawiz Chaudhary
🌈 I'll be presenting our JMLR paper "A rainbow in deep network black boxes" today at 3pm at @iclr-conf.bsky.social!
Come to poster #334 if you're interested, I'll be happy to chat
More details in the threads on the other website: x.com/FlorentinGut...
x.com
April 25, 2025 at 12:35 AM
Reposted by Muawiz Chaudhary
Having a lot of fun presenting our work with Hadi on RL for microgrid optimization with industrial constraints at Climate Change AI workshop at NeurIPS!

If you are at NeurIPS, come and visit us during the poster session :)

@hnekoei.bsky.social
@climatechangeai.bsky.social
December 15, 2024 at 9:53 PM
Reposted by Muawiz Chaudhary
Discover the Evaluating Evaluations: Examining Best Practices for Measuring Broader Impacts of Generative AI workshop, co-organized by Mila student @mchll-ln.bsky.social at @neuripsconf.bsky.social, East Meeting Room 16.
December 15, 2024 at 8:51 PM
Reposted by Muawiz Chaudhary
📢 New paper “Language model scaling laws and zero-sum learning” at Sci4DL #neurips2024.

ℹ️ openreview.net/forum?id=yBq2g832Go TL;DR: scaling improves LMs by mitigating zero-sum learning, a mechanism that could be targeted directly and independent of scale.

West 205-207 4:30-5:30 PM

🧵 (1/12)
December 15, 2024 at 5:30 PM
this talk by @suryaganguli.bsky.social at #Sci4DL is makin me think I should have applied for Applied Physics PhDs instead of Comp Sci PhDs.
Speaking at this #NeurIPS2024 workshop on a new analytic theory of creativity in diffusion models that predicts what new images they will create and explains how these images are constructed as patch mosaics of the training data. Great work by @masonkamb.bsky.social
scienceofdlworkshop.github.io
SciForDL'24
scienceofdlworkshop.github.io
December 15, 2024 at 6:02 PM
My collaborators (Vivian White, @kamdh.bsky.social) will be presenting our work at the #Sci4DL workshop at #NeurIPS2024 today.

Location: West Meeting Room 205-207
Time: 4:30-5:30 PM

We present a principled probability distribution model of pre-trained deep neural networks. Check it out!
December 15, 2024 at 5:13 PM
Reposted by Muawiz Chaudhary
⚛️🤗 Announcing LeMaterial ⚛️🤗

@hf.co & @entalpic.bsky.social are teaming up to release LeMaterial -- an open source initiative aiming to facilitate (AI for) materials discovery !

Datasets, hash function, tools to explore the chemical space & more !

huggingface.co/blog/lemater...
LeMaterial: an open source initiative to accelerate materials discovery and research
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
December 11, 2024 at 4:49 PM
I want my grad school apps to be done with and go back to focusing on research.
December 6, 2024 at 6:55 AM
Reposted by Muawiz Chaudhary
As AI researchers, we shouldn’t demonize people outside our space who have a passionate distaste for AI. You have to understand that most of the pro-AI sentiment people see online comes from absolutely vile “AI-bros”, especially on twitter. We just need to distinguish ourselves as academics.
November 30, 2024 at 2:03 PM
If your interested in what I've been working on the past year, heres a talk by @kamdh.bsky.social my senior collaborator discussing our progress in the rainbow hypothesis line of work :)
"Learning Stochastic Rainbow Networks"

Well DeepMath was fun! I'm tired, and I admit I was a bit nervous giving this talk in front of such a smart audience.

If you'd like to see a 30 minute talk about what we've been up to lately, here it is
www.youtube.com/live/sY_ZbYH...
YouTube
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November 27, 2024 at 4:50 PM