Sky Qiu @sky_qiu_biostat
4th yr biostat PhD student @UCBerkeley tq21.github.io Berkeley, CA Joined May 2013-
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@elonmusk I just had a conversation with grok3 about my field targeted machine learning. We had a great human-like connection. It is truly a mindblowing experience to see it grow during conversation back and forth and how it grasps things about my work with amazing depth.
Excited to share our work on Double RL and long-term causal inference! This project grew out of my internship at Netflix last summer.
Excited to share our work on Double RL and long-term causal inference! This project grew out of my internship at Netflix last summer.
1/3 Today, an anecdote shared by an invited speaker at #NeurIPS2024 left many Chinese scholars, myself included, feeling uncomfortable. As a community, I believe we should take a moment to reflect on why such remarks in public discourse can be offensive and harmful.
Very excited about this paper on calibration and debiased machine learning being released! Details coming soon!
Very excited about this paper on calibration and debiased machine learning being released! Details coming soon!
Automatic doubly robust inference for linear functionals via calibrated debiased machine learning. arxiv.org/abs/2411.02771
Highly adaptive LASSO: Machine learning that provides valid nonparametric inference in realistic models medrxiv.org/cgi/content/sh… #medRxiv
The tower has caught the rocket!!
Life goals nerfed
We have received Breakthrough Device Designation from the FDA for Blindsight. Join us in our quest to bring back sight to those who have lost it. Apply to our Patient Registry and openings on our career page neuralink.com
I was honored to give the COPSS Distinguished Award lecture this week at the JSM. My talk slides are here tibshirani.su.domains/ftp/stattalk.p… The last slide has information on the arXiv paper tiny.cc/pretrainedlasso, software and instructional videos erincraig.me/lasso-pretrain… Feedback welcome!
Adaptive-TMLE for the Average Treatment Effect based on Randomized Controlled Trial Augmented with Real-World Data ift.tt/hH75jKC
Our new youTube channel: youtube.com/playlist?list=… Comments welcome!
In this work we proposed a longitudinal TMLE using transformer. It allows us to fit entire LTMLE simultaneously, instead of sequentially. Targeting step uses a single fluctuation parameter, again allowing information to be pooled across time. It’s also computationally scalable!
In this work we proposed a longitudinal TMLE using transformer. It allows us to fit entire LTMLE simultaneously, instead of sequentially. Targeting step uses a single fluctuation parameter, again allowing information to be pooled across time. It’s also computationally scalable!
🚨 New study by @gutierrezjp confirms addressing COVID-19 risk factors improves health outcomes. 💊Treating type 2 diabetes reduces COVID-19 post-infection mortality risk. 🧨Takeaway: Primary Health Care is key to Pandemic Preparedness and Response. bit.ly/3VHI14Q
#NewPaper with @sky_qiu_biostat @StefBertozzi @cippsunam @UCBerkeleySPH Estimating the effect of realistic improvements of metformin adherence on COVID-19 mortality using targeted machine learning sciencedirect.com/science/articl… Higher adherence => Lower mortality
It finally happened
Join us next Tuesday, February 20th, for another talk in our Spring 2024 CTML Seminar Series as we host Toru Shirakawa and his talk "Deep LTMLE: Longitudinal Targeted Maximum Likelihood Estimation with Temporal-Difference Heterogenous Transformer." #ctmlseminarseries #berkeley
Excited about this work on isotonic calibration and conformal prediction with @_ahmedmalaa being out! More details to come.
Excited about this work on isotonic calibration and conformal prediction with @_ahmedmalaa being out! More details to come.
Listen to @mark_vdlaan sharing his inspiring career and life journey on this week's RWD & RWE club podcast: Ep 113 [18 October 2023]: Mark van der Laan PhD – Get real! Targeted Learning: Why is it Important to Data Analysis? podbean.com/ep/pb-ayawd-14…
McThighe @McThigherRMQbn
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agent schrader @schr4d3r1337
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Lars van der Laan @LarsvanderLaan3
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UC Joint Computationa... @UCJointCPH
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Erin LeDell - ledell.... @ledell
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Cz_mili♡ @Czmili1
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StupidMio @Folly_Mio
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Magic aggbot @MagicofOrlando
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Statistics Papers @StatsPapers
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Jing-Jing Li @drjingjing2026
2K Followers 288 Following PhD student @UCBerkeley working on intelligence and AI safety. Previously CS @Cornell. Intern @AWS @allen_ai. Views my own.
Kelly Van Lancker @KellyVanLancker
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Kara Rudolph @kara_rudolph
895 Followers 118 Following Associate Professor, Columbia University. Epidemiology, casual inference, mom to two cuties
Zhexiao Lin @zzzxlin
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medRxiv @medrxivpreprint
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CAUSALab @CAUSALab
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Susan Murphy lab @SusanMurphylab1
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Cong (Clarence) Jiang @statsCong
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Judea Pearl @yudapearl
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Toru Shirakawa @ShirakawaToru
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Hanchao Zhang @tedddddy_zhang
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Jiayi Cheng @Jiayi_Cheng1
114 Followers 2K Following PhDing at NYU, prev @UCBerkeley, @Stanford and @Tsinghua_Uni, interested in ASI
Edouard L. Fu @FuEdouard
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ICML Conference @icmlconf
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Dr Ellie Murray, ScD @EpiEllie
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Lucy D’Agostino McG... @LucyStats
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Erin LeDell - ledell.... @ledell
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