Bayesian ML at Scale @BayesianIn
Machine Learning, Recommender Systems, Causal Inference, Bayesian Inference https://t.co/V5yOMCprrS Joined April 2020-
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Confounding is a Pervasive Problem in Real World Recommender Systems #recsys2025 @CONSEQUENCES_ws ml4interact.hashnode.dev/confounding-is…
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If You Run An Interactive System Then You Shouldn't Need To Worry About Confounding #recsys2025 @CONSEQUENCES_ws ml4interact.hashnode.dev/if-you-run-an-…
How Would You Sell Ads on an LLM? ml4interact.hashnode.dev/how-would-you-…
Bayesian ML at Scale retweeted
@yudapearl I don't think causal models are "merely an inferential tool". I think they operate on a realist interpretation of probability (frequentist probability is realist, even if it is estimated using Bayesian methods), to an anti-realist "probability does not exist". The arrow…
Bayesian ML at Scale retweeted
Anti-realists claiming that causal models are merely an inferential tool, should tell us what objective is served by this "tool", and why evolution has endowed us with this, rather than another (possibly conflicting) "tool". Once we have an answer to these questions, I would be…
Anti-realists claiming that causal models are merely an inferential tool, should tell us what objective is served by this "tool", and why evolution has endowed us with this, rather than another (possibly conflicting) "tool". Once we have an answer to these questions, I would be…
Bayesian ML at Scale retweeted
Causal Inference is just (Half 🙃@yudapearl ? Bayesian @f2harrell 🙃 ? ) Inference Really nice lecture by David Rohde! youtube.com/watch?v=hoFRVJ…
I want to recognize the grace @yudapearl shows when engaging with other (far less acclaimed) researchers with differing points of view. It's really an example to us all. Here is my follow up post on realism vs anti-realism as it relates to causality. ml4interact.hashnode.dev/more-on-realis…
I want to recognize the grace @yudapearl shows when engaging with other (far less acclaimed) researchers with differing points of view. It's really an example to us all. Here is my follow up post on realism vs anti-realism as it relates to causality. ml4interact.hashnode.dev/more-on-realis…
Bayesian ML at Scale retweeted
I like Larry Wasserman's quote, which separates the mathematics from the physics.
I like Larry Wasserman's quote, which separates the mathematics from the physics. https://t.co/TvhMsWnAPp
Bayesian ML at Scale retweeted
I am honored to be characterized as "realist", but I used to believe that Causal Inference transcends the realism/anti-realism distinction. I'll need to re-read the distinction that @BayesianIn is making to decide if should hold on to that belief.
I am honored to be characterized as "realist", but I used to believe that Causal Inference transcends the realism/anti-realism distinction. I'll need to re-read the distinction that @BayesianIn is making to decide if should hold on to that belief.
Realism vs Anti-Realism as Approaches to Causal Inference Why in my opinion, @yudapearl is a realist and Bruno de Finetti is an anti-realist. ml4interact.hashnode.dev/realism-vs-ant…
Models and Decision Rules for Supervised Learning and in Causal Settings ml4interact.hashnode.dev/models-and-dec…
Why I don’t really like the Horvitz-Thompson Estimator for Off-Policy Evaluation ml4interact.hashnode.dev/why-i-dont-rea…
How Important is Causal Inference for Recommender Systems? ml4interact.hashnode.dev/how-important-… A post in anticipation of #recsys2025 and @CONSEQUENCES_ws
Bayesian ML at Scale retweeted
"The War on Science", edited by @LKrauss1 is a collection of essays that sheds light on what went wrong in academia in the USA in the past years. I highly recommend you grab a copy if you want to understand the current situation better. amazon.com/War-Science-Th…
Would you like to join the program committee of Lost in Translation 2025? docs.google.com/forms/d/e/1FAI…
Bayesian ML at Scale retweeted
If you’re at #AISTATS2025, come check out my poster! 📝 Bayesian Off-Policy Evaluation and Learning for Large Action Spaces 📍 Hall A-E 58 ⏰ Poster Session 1 Joint work with Victor-Emmanuel Brunel, David Rohde, @Korba_Anna @aistats_conf
Bayesian ML at Scale retweeted
Last year, at @NeurIPSConf our team reached a new milestone: 15 papers accepted (13 papers - one spotlight, 1 dataset paper and 1 challenge paper) 🎉 Check all our contributions in this exhaustive recap from #NeurIPS2024 👇 techblog.criteo.com/all-our-contri…
Bayesian ML at Scale retweeted
A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users ift.tt/wPnVGEv
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