Machine learning lab at Columbia University. Probabilistic modeling and approximate inference, embeddings, Bayesian deep learning, and recommendation systems.
Joined June 2017
- Tweets 177
- Following 90
- Followers 4,729
- Likes 200
6 Photos and videos
Blei Lab retweeted
Announcing our next talk with NYU Professor @_romain_lopez_: "Learning from Millions of Cells with Deep Generative Models"
Registration: eventbrite.com/e/ml-nyc-spea…
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Hypothesis testing 🤝 mechanistic interpretability
10 Dec 2024
The circuit hypothesis proposes that LLM capabilities emerge from small subnetworks within the model. But how can we actually test this? 🤔
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Blei Lab retweeted
24 Oct 2024
I am on the academic job market this year! My research advances probabilistic machine learning and its application to biology. I'm looking for faculty positions in stats/CS/applied math and in bio departments.
Academic website: eweinstein.github.io/
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Check out our new paper using hierarchical causal models and representation learning to estimate the effects of immune proteins
22 Oct 2024
I'm thrilled to present a new paper with @blei_lab and @lizbwood about estimating the causal effects of T cell receptors in humans. arxiv.org/abs/2410.14127
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New paper from @blei_lab member @EliWeinstein6 on manufacturing samples from generative protein models. The idea is to approximate a complex distribution with simpler ones that are easy to sample from in the real world, using stochastic chemical reactions.x.com/EliWeinstein6/status/1…
13 Sep 2024
I’m thrilled to announce: at @jura_bio we’ve constructed a new kind of generative protein model, which allows us to manufacture its generated designs in the real world at petascale.
Paper: static1.squarespace.com/stat…
Blog: jura.bio/blog/variationalsyn…
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Blei Lab retweeted
11 Sep 2024
Excited to announce that ML-NYC is back this semester. Our first speaker is Bin Yu from UC Berkeley on Monday Sept 23rd 4pm. Register here: eventbrite.com/e/ml-nyc-spea…
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Blei Lab retweeted
3 Apr 2024
Excited to have Michael Kearns to be our next ML-NYC speaker on April 10th! eventbrite.com/e/ml-nyc-spea…
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Blei Lab retweeted
14 Feb 2024
Excited to host Shirley Ho as our next ML-NYC speaker!
eventbrite.com/e/ml-nyc-spea…
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Blei Lab retweeted
19 Jan 2024
I’m very excited about my new paper with @blei_lab : Hierarchical Causal Models
Preprint: arxiv.org/abs/2401.05330
Talk: youtube.com/watch?v=ovOVaNMx…
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Blei Lab retweeted
10 Jan 2024
Excited to host Tamara Broderick as our next ML-NYC speaker! eventbrite.com/e/ml-nyc-spea…
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mike jordan walking around trieste and talking about AI
youtu.be/3lXphIYfoBM
a version in italian!
youtu.be/-caiEVP4Sjo
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Blei Lab retweeted
6 Nov 2023
Excited to welcome Tom Griffiths @cocosci_lab as a our next ML-NYC speaker!
eventbrite.com/e/ml-nyc-spea…
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Blei Lab retweeted
9 Oct 2023
We're excited to welcome Richard Zemel as our next speaker on Wednesday Oct 18th at 4pm!
eventbrite.com/e/ml-nyc-spea…
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Dave is giving two talks at Berkeley next week!
events.berkeley.edu/BIDS/eve…
climb.berkeley.edu/hierarchi…
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Blei Lab retweeted
8 Sep 2023
We're excited to welcome Daniel Lee as our next speaker on Wednesday September 20th at 4pm!
The event will be followed by a happy hour hosted by the Flatiron Institute
Register here: eventbrite.com/e/ml-nyc-spea…
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Blei Lab retweeted
31 Aug 2023
Belated updates:
1- I defended my PhD in May! Big thank you to my committee and especially to my advisor, @blei_lab.
2- I'm excited to start a postdoc at Harvard! Very grateful to @harvard_data for the opportunity.
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Blei Lab retweeted
1 Aug 2023
How do LLMs from different organizations compare in morally ambiguous scenarios? Do LLMs exhibit common-sense reasoning in morally unambiguous scenarios?
📄 arxiv.org/abs/2307.14324
👨👩👧👦 @causalclaudia @amirfeder @blei_lab @farairesearch
A thread: 🧵[1/N]
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Blei Lab retweeted
23 Apr 2023
Thrilled to share that the "Spurious Correlations, Invariance, and Stability" workshop is returning to @ICML2023 this year!
Submit your work (by May 23) on all things spurious correlations! See full CFP in
sites.google.com/view/scis-w…
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Blei Lab retweeted
18 Apr 2023
We're excited to welcome Léon Bottou as our next speaker on Monday April 24 at 4pm!
Title: Pseudo-Euclidean Attract-Repel Embeddings for Undirected Graphs
Register here: eventbrite.com/e/ml-nyc-spea…
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Blei Lab retweeted
29 Mar 2023
1/ I had the opportunity to join the @DataSkeptic podcast to discuss CAREER, a method that uses transfer learning to model career trajectories. This is a project I've been working on with @blei_lab and @Susan_Athey's group. Thank you for having me on!
open.spotify.com/episode/7tZ…
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