On the 25-26 job market! Faculty Fellow at NYU. AI/ML, OOD generalization, healthcare, causality. https://xitter.cf/t.co/y011yiqnYn

New York, NY
Joined December 2010
aahlad puli retweeted
Honored to be selected as a STAT Wunderkind this year, alongside so many incredible and inspiring scientists!
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i was diagnosed with thyroid cancer many years ago purely by chance, because i had to get blood work for my US green card application (thank you, USCIS!). i was in my mid-30’s and was reasonably healthy (or so i believed.) this was shocking and totally unpredictable news to me. thanks to the amazing team of clinicians at NYU Langone, i successfully went through a total thyroidectomy followed by radioactive iodine therapy. but, it was truly the most uncertain and confusing period of my life. this is when i first realized that no one can opt out of healthcare. being sick isn’t what you choose to or choose not to. it is something that unpredictably happens to all of us at some point for one reason or another. this is why it is a healthcare system that we collectively build and use to support each other at the society level. because it must support everyone, the complexity of creating, maintaining and improving this system is a Herculean effort that calls for all the help in the world. today, i am announcing @OrtetAI together with my dear co-founders, @keunwoochoi, @HenriDwyer, @elmanmansimov, @causalclaudia and Jeff, to lend our support to improving the health of each and every one of us. Ortet’s goal is to create a technological foundation that will enable health systems to deliver predictably better care to each and every patient. this will only be possible by working closely with all stakeholders in the broader ecosystem, which is enabled in part by Ortet’s close partnership with Thoreau. Ortet is taking the very first step of a long journey ahead, and at the end of this journey, i strongly believe we would be able to say that Ortet had contributed to building better, more predictable healthcare and thus to improving health of each and every one of us. see ortet.ai/ for more!
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Isn’t there a lower bound on inference cost determined by an acceptable risk of distillation attacks? (Might be late to this party)
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aahlad puli retweeted
Come find our poster "Electrostatic Models for Score Matching" at the #ICML2026 Workshop on Structured Probabilistic Inference & Generative Modeling July 10 @ Poster Session #2 (Hall A), 16:10 - 17:00. Led by fantastic PhD student Laura Appleby, w/ Lawrence Saul & Daniel Lee.
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aahlad puli retweeted
at icml this week in seoul, please reach out for coffee, beer, etc. especially if you're a student (or a group of stduents) or postdoc (or a group of postdocs).
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Will be at ICML starting tomorrow, would love to grab coffee and explore Seoul with friends, old and new! Reach out !
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aahlad puli retweeted
Is Muon as good as they say? We looked beyond training speed and found a hidden cost: Muon loses the simplicity bias of older optimizers like gradient descent — and this matters for generalization.
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Today I'm heading to San Diego for NeurIPS for the first time to present some research I've been working on. I got into machine learning about 10 years ago and always thought of NeurIPS as our field's Woodstock or Burning Man—the big one! I can't wait be in the mix! 1/N
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Heading to neurips soon! I'm on the job market and I work on making AI reliable, with a focus on healthcare. Would love to meet people and hear about opportunities!
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Simple, efficient, and surprisingly effective.
New paper alert 🚨 What if I told you there is an architecture that provides a _knob_ to control quality-efficiency trade-offs directly at test-time? Introducing Compress & Attend Transformers (CATs) that provide you exactly this! 🧵(1/n) 👇
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aahlad puli retweeted
It's also a pretty good deal financially! Here's the link to apply: apply.interfolio.com/174686
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aahlad puli retweeted
Fellows work across all areas of research at CDS. I've personally enjoyed collaborating with past and current fellows in natural language and cognitive science (@najoungkim, @byungdoh, @ravfogel, and others!).
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Join us!
Apply to be a Faculty Fellow at the NYU Center for Data Science (CDS)! This is by default a two year position, with a light teaching load (one course a year), and full research independence, and opportunities to collaborate with CDS faculty and students. Deadline: November 24. 🧵
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So cool
Fisher meets Feynman! 🤝 We use score matching and a trick from quantum field theory to make a product-of-experts family both expressive and efficient for variational inference. To appear as a spotlight @ NeurIPS 2025. #NeurIPS2025 (link below)
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✨Masked Diffusion Language Models✨ are great for reasoning, but not just for the reasons you think! Fast parallel decoding? 🤔 Any-order decoding? 🤨 Plot twist: MDLMs offer A LOT MORE for inference and post-training! 🎢🧵
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In Dyson's frogs/birds analogy, did he intend the subtext that the wells are all connected via groundwater?
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AI peeps, what are your favorite AI for health papers from recent times?
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What to do when you have zero rewards during RL? We benchmarked RL baselines on a simple star-graph task where they underperform in zero reward scenarios. Turns out, a dead simple data-centric intervention of just adding easy samples of the task helps unlock RL training! 👇
Zero rewards after tons of RL training? 😞 Before using dense rewards or incentivizing exploration, try changing the data. Adding easier instances of the task can unlock RL training. 🔓📈To know more checkout our blog post here: spiffy-airbus-472.notion.sit…. Keep reading 🧵(1/n)
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Great opportunity to work with NYU CDS students!
Does your company have a data science project to complete? 📢 Partner with NYU MS Data Science students this Fall! 📅 Submit your Capstone proposal by Aug 3: docs.google.com/forms/d/e/1F…
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