CTML - Center for Targeted Machine Learning @BerkeleyCTML
A UC Berkeley research center advancing the state of the art in causal inference, machine learning, and precision health methods.linktr.ee/ctml_ucberkeleyJoined April 2023
📢Don’t miss this session today at the ASA Biopharmaceutical Section RISW 2025!
CTML Faculty Mark van der Laan, will be presenting:
“The Causal Roadmap and Adaptive TMLE for ECT-Hybrid Designs”
📅 Sept 25
🕐 1:15PM – 2:30PM(EDT)
Be sure to add this to your agenda!
CTML at RISW Today!
Wenxin Zhang
"Causal Inference and Adaptive Design for Evaluating Effectiveness of Medical Tests and Devices"
9:45 AM (EDT)
Sky Qiu
"Adaptive-TMLE for the Average Treatment Effect Based on Randomized Controlled Trial Augmented with Real-World
5:45 PM (EDT)
Thank you to our speakers & panelists for sharing their expertise at this year’s Fall Visit for the Joint Initiative for Causal Inference (JICI)!
A special note of appreciation to CTML Leads, Maya Petersen & Mark van der Laan, for their leadership in making this event a success.
There’s still time to contribute to Professor Art Reingold’s legacy book!
📝 Please keep testimonials to 100 words or less.
📸 You may share a photo in your commemorative t-shirt, holding his graphic, or with Art.
📬 Submissions due by Sept 30: forms.gle/LY4T126cPjdq3Q…
There’s still time to contribute to Professor Art Reingold’s legacy book!
📝 Please keep testimonials to 100 words or less.
📸 You may share a photo in your commemorative t-shirt, holding his graphic, or with Art.
📬 Submissions due by Sept 30: forms.gle/LY4T126cPjdq3Q…
We are excited to announce CTML faculty, students and staff will lead roundtable discussions at the upcoming RISW at the ASA (American Statistical Association) conference in Rockville, Maryland!
📌 Date: September 25, 2025
📌 Time: 11:45AM – 1:00PM (EDT)
Mark your calendars for September 17th! The CTML Seminar Series explores “Causal Inference via Electronic Health Record Data.” This exciting talk will be led by CTML's Postdoc Zachary Butzin-Dozier from 12:00PM-1:00PM at Berkeley Way West, 5th Floor, Room 5401.
📖 The Legacy of Art
Help honor Prof. Art Reingold with a legacy book of memories.
📸 Share a photo with Art, in your t-shirt, or with his graphic + 📝 a testimonial by Sept 30 to this link: forms.gle/LY4T126cPjdq3Q…
Every submission adds to the story of Art’s impactful career!
The CTML Seminar Series continues on Sept 10! Join us for an exciting talk on "Machine Learning, Causal Queueing, and SiMLQ for Data Driven Simulation." Opher Baron will be presenting joint work with Zhenghang Xu. This talk will take place from 12PM-1PM at BWW, 5th Fl, Rm 5401.
Join us on Sept 3rd to kick off our Fall 2025 CTML Seminar Series! Adam Yala, Assistant Prof. in CPH, Statistics, and Computer Science (EECS), will start our series with his talk "AI for Personalized Cancer Care." This talk will take place at 12PM at BWW, 5th Fl, Rm 5401.
CTML Postdoc Marie-Laure Charpignon will be presenting during the poster session at the upcoming ISCB Conference on Wednesday, August 27. If you are attending ISCB, be sure to stop by the session and show your support! 🎉
Final Day to Order 🎉 Join us in celebrating Professor Art Reingold’s remarkable career and legacy—our commemorative t-shirt store closes today. Secure your shirt now and take part in this special tribute!
Final Day to Order 🎉 Join us in celebrating Professor Art Reingold’s remarkable career and legacy—our commemorative t-shirt store closes today. Secure your shirt now and take part in this special tribute!
Final Week to Order! 🎉 Don’t miss your chance to be part of the tribute to Prof. Reingold! Our t-shirt store closes this Fri, Aug 22—order yours today & join in celebrating his incredible career and impact! Links to online store, graphics and google form located in our bio 🔗
Stay Connected with CTML! From cutting-edge publications and upcoming events to exciting achievements in our community, our newsletter keeps you in the loop.
📬 Subscribe today! Scan QR code or click the link in our bio to join.
There’s still time to be part of the tribute to Prof. Art Reingold! 💙💛 Link to the online store & graphics are in our bio.
Help us spread the word 📣 If a friend or colleague isn’t on social media, just send us their email via direct message & we’ll send them all the details!
Honoring a Global Public Health Leader: Prof. Art Reingold. Join the Tribute! 🎉
1. Buy a T-shirt 👕
Online store open until Aug 22! Links in Bio 🔗
2. Share a Photo 📸
3. Be Part of the Legacy Book 📖
📍Submit photos & testimonies to the google form in our bio by Sept 30!
CTML GSRs Wenxin Zhang, Kaiwen Hou, and Alissa Gordon will be presenting their work next week at the 2025 JSM Conference. Innovations in causal inference, adaptive study design, and statistical methodology will be highlighted.
If you’re attending JSM–come show your support!
CTML VSR alum Carlos Meixide and CTML co-director Mark van der Laan present a new approach to causal inference. The new paper challenges the traditional assumption-based identification to what can be learned directly from observed data using implied interventions.
Link in bio!🔗
Utilizing mediation analysis methods developed by #CTML, a recent study by the #UniversityofEdinburgh in #EMBOMolecularMedicine uncovered strong biological signatures linked to ME/CFS (Chronic Fatigue Syndrome). Click the link in our bio or scan the QR code below!
CTML Faculty Laura Balzer presented her talk at the Statistical Issues in Clinical Trials. This conference addresses areas of biostat research including conversations on how to effectively & validly implement covariate adjustment to improve statistical power in randomized trials.
Great synergy at Global Health Equity Initiative visit with @GileadSciences on May 13!
Co-moderated by Gilead's Anand Chokkalingam & UCB's Art Reingold, CTML's Dr. @DrMayaPetersen spoke during “Optimizing Industry-Academic Partnerships to Advance Global Public Health” panel.
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