Causal Inference Workshop 2023, We had 8 workshops total on the platform. Causal The workshop welcomes original research that covers machine learning theory, deep learning, causal inference, and online learning. Causal Learning and Reasoning (CLeaR) 2026 Causality is a fundamental notion in science and engineering. images? This workshop connects research in causality and representation learning. It’s raining workshops on causal inference! It’s raining workshops on causal inference! In addition to the shift-share IV workshop by Peter Hull starting in July 29 at Mixtape Sessions Probing the Nature of Inference from Data, Models and Simulations across Disciplines December 14 – 15, 2023 Greenberg Center at Yale, 391 Prospect Street This in-person workshop was the The workshop "Causal Inference: Current Trends and the Future of Research" will be held on the 4th-5th of May 2023, at the University of Illinois at Urbana-Champaign, Urbana, IL. State-of-the-art causal learning algorithms that handle latent variables typically 2026 Penn Causal Inference Summer Institute This 5-day workshop (June 1-5, 2026) covers foundational concepts, theory, and methods for causal The Korea Summer Workshop on Causal Inference is an online seminar series to present research and best practices for causal inference, which is prepared for Korean researchers and data scientists. Additionally, the workshop encourages topics that address scalable Beijing, Tokyo and Australia accommodating timezones Well, spring 2023 for Mixtape Sessions platform has come to a close. Moreover, this workshop aims to capitalize on the success and There is still time to register for the upcoming 2024 Penn Causal Inference Summer Institute Workshop! This in-person event will take place from June 10-13, 2024, at the University of Note that for certain workshops, we may provide a custom link to a cloud workspace. Specifically, probabilistic A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection. We invite you to attend. Causal inference encompasses In this survey, we provide a comprehensive and structured review of causal inference methods in deep learning. This workshop will provide a forum to discuss methodologies for applying and evaluating causal models in real-world scenarios and explore innovative Can we learn causal representations from raw data, e. This workshop assumes knowledge at the level of the main workshop, and covers selected We are excited to be holding our 12 th annual workshop on Research Design for Causal Inference at Northwestern Law School in Chicago, IL. In this workshop, we’ll teach the essential elements of answering causal questions in R through causal diagrams, and causal modeling techniques such as propensity scores and inverse Following the success of CD 2016 - CD 2021, CDPD 2023 continues to serve as a forum for researchers and practitioners in data mining and other disciplines to share their recent research in This is the online version of Causal Inference: The Mixtape Causal inference encompasses the tools that allow social scientists to determine what causes Scott Cunningham posted to his Substack with a list of causal inference courses being offered later in 2023, covering "the classics": 1. Topics include automated hypothesis generation, causal TechTarget provides purchase intent insight-powered solutions to identify, influence, and engage active buyers in the tech market. Brain-like inference ideas are discussed Aim and Scope This workshop aims to bring together researchers, industry professionals, and practitioners to explore the application of causal inference with machine learning. 2024 Causal Inference and its Applications January 19-20, 2024 The University of Florida Department of Statistics’ Annual Winter Workshop will take place on January 19-20, 2024 (Friday-Saturday). The two I attended were about We are excited to be holding our 13th annual workshop on Research Design for Causal Inference at Northwestern Law School in Chicago, IL. Abstract Can we learn causal representations from raw data, e. During the 2025-26 academic year we will again 2023 Main Causal Inference Workshop Sunday (afternoon) – Thursday (morning), August 13-17, 2023 We would like to invite you to attend the Advanced Workshop on Research Design for Causal The workshop welcomes original research that covers machine learning theory, deep learning, causal inference, and online learning. Our goal is to provide research support, connect causal inference researchers across departments and schools, and build interdisciplinary collaborations. Abstract: Causal inference in spatial settings is met with unique challenges and opportunities. Causal inference enables The Korea Summer Workshop on Causal Inference is an online seminar series to present research and best practices for causal inference, which is prepared for Korean researchers and data scientists. This year’s workshop will reflect on these developments, showcase current projects, and open discussion posit::conf (2023) Workshop: Causal Inference with R Posit PBC 46. Non We would like to invite you to attend the Advanced Workshop on Research Design for Causal Inference. Main Causal Inference Workshop Monday-Friday, August 3-7, 2026 9 am - about 5 pm We are excited to be holding our 15th annual workshop on Research Design for Causal Inference at Northwestern The next 21 and 22 of September, the GiM research group and the Observatory on Analysis and Evaluation of Public Policies (OAP) will be hosting As usual they have a top group of presenters. On one hand, a unit’s outcome can be affected by the exposure at many locations, leading to interference. We would like to show you a description here but the site won’t allow us. The workshop aims to combine The workshop welcomes original research that covers machine learning theory, deep learning, causal inference, and online learning. . The two I attended were about The Causal Inference, a DSI Emerging Data Science Program, is dedicated to promoting cross-disciplinary exchange and collaboration among applied researchers, data scientists, and experts in We are excited to be holding our 14th annual workshop on Research Design for Causal Inference at Northwestern Law School in Chicago, IL. The principal topics for 2024 are application of machine I attended KDD 2023 which was held in Long Beach, CA from Aug 6-10. Hosted slides Following the above instructions will download a PDF copy of the slides. Annual Meeting Current Meeting Past Events This workshop is not only for faculty and pre-doc members of OAP or GiM research group but also it has some spots available for non-members. The workshop "Causal Inference: Current Trends and the Future of Research" will be held on the 4th-5th of May 2023, at the University of Illinois at Urbana-Champaign, Urbana, IL. In the past few decades, some of the most influential The workshop aims to bring together researchers and practitioners from academia and industry to share their experiences and insights on applying causal inference, design and machine Causal Inference & Quantum Foundations Workshop Apr 17–21, 2023 Perimeter Institute for Theoretical Physics Recently we have seen exciting results at the intersection of quantum This will be two posts — one about my workshop on causal inference that starts Saturday September 21st at Mixtape Sessions, and another about Causal Artificial Intelligence. Main Workshop: EUROPEAN CAUSAL INFERENCE MEETING Causal inference in health, economics, and social sciences Oxford, United Kingdom, April 14-17, 2026 NEW Course! Causal Inference: Methods and Applications August 6-7, 2025 2 days, 8:30 AM – 4:30 PM The Conference Board New York, NY This course offers an in-depth exploration of causal inference, The 3rd Workshop on Causal Inference and Machine Learning in Practice at KDD 2025 aims to bring together researchers, industry professionals, and practitioners to explore the They’re also offering a Zoom option if you can’t make it in person: 2023 Northwestern Main and Advanced Causal Inference Workshops [please recirculate to others who might be interested] We They’re also offering a Zoom option if you can’t make it in person: 2023 Northwestern Main and Advanced Causal Inference Workshops [please recirculate to others who might be interested] We I attended KDD 2023 which was held in Long Beach, CA from Aug 6-10. For instance, in treatment effect estimation (ite, ; The workshop brings together researchers from machine learning, philosophy of science, and policy to explore human-AI scientific coexistence. This workshop aims to highlight the latest advancements and explore future directions in causal inference, an area of increasing importance in artificial intelligence. Causal inference enables This workshop aims to highlight the latest advancements and explore future directions in causal inference, an area of increasing importance in artificial intelligence. 4584-4594 Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Further, we employ causal inference techniques and advanced topic modeling to analyze the emotional, linguistic, and thematic characteristics of hateful users compared to a matched group The workshop welcomes original research that covers machine learning theory, deep learning, causal inference, and online learning. This [Week 4-2] Research Design for Causal Inference 인과추론의 데이터과학 • 850 views • 2 years ago He is interested in causal inference, research design, econometrics, and Bayesian statistics, including the intersection of AI with survey methodology, American politics, political ideology, and institutional Workshop on Research Design for Causal Inference Main Workshop Monday-Friday, August 3-7, 2026 9 am - about 5 pm Main Workshop Details » Advanced Workshop Sunday, August 9, 2026 1 pm - 5 pm The 3rd Workshop on Causal Inference and Machine Learning in Practice at KDD 2025 aims to bring together researchers, industry professionals, and practitioners to explore the application of causal KDD 2023 Causal Inference and Machine Learning in Practice Workshop Organizers: Chu Wang, Yingfei Wang, Xinwei Ma, Zeyu Zheng, Jing Pan, Yifeng Wu, Huigang Chen, Totte Harinen, Paul Lo, Annual Meeting Current Meeting Past Events Aim and Scope The workshop aims to bring together researchers and practitioners from academia and industry to share their experiences and insights on applying causal inference and In this workshop, we’ll teach the essential elements of answering causal questions in R through causal diagrams, and causal modeling techniques such as propensity scores and inverse probability 2025 Northwestern Main and Advanced Causal Inference Workshops Posted: 5/30/2025 () The 14 th annual workshop on Research Design for Causal Inference will be held at Northwestern Elias Bareinboim and Judea Pearl. Proceedings of the National Academy of Sciences 113, 27 (2016), 7345–7352. Causal inference and the data-fusion problem. The two I attended were about The workshop welcomes original research that covers machine learning theory, deep learning, causal inference, and online learning. The Workshop is part of the DSI Causal Inference About A one-day workshop on causal inference from observational data provided as part of IADS Summer School in July 2023. As causal machine Causal Inference across Fields: Methods, Insights, and Applications aims to bridge cutting-edge research with real-world policy applications. g. Researchers are also expanding causal work to include quasi- and non-experimental data sources. Main Workshop: Mixtape Sessions Causal Inference: The Mixtape Our founder Scott Cunningham is the author of Causal Inference: The Mixtape. 2016. Participants will learn how to articulate and interpret Institute Pascal, Orsay, France From July 3rd to July 7th, 2023 Location: Institute Pascal 530 rue Andre Riviere, Orsay The Study Week on Causal Inference for The Causal Data Science Meeting was founded in 2020 and thought as as a small-scale workshop for 50 attendees. 2025 Workshop Recordings 2024 Workshop Slides and Other Materials Slides for Past Workshops Stata, R, and Python Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. If you’d like to see the I attended KDD 2023 which was held in Long Beach, CA from Aug 6-10. Causal inference has emerged as a powerful approach for debiasing in recommender systems, facilitating accurate modeling of causal relationships and spurious correlations. However, already in its first year, CDSM This workshop aims to bring together researchers and practitioners from academia and industry to share their experiences and insights on applying causal inference and machine learning techniques I attended KDD 2023 which was held in Long Beach, CA from Aug 6-10. The fourth version of the Efficient Natural Language and Speech Processing (ENLSP-IV) workshop will focus on how to make large language and foundation models more efficient in terms of Architecture, Causal discovery, which is the task of learning the underlying causal graph is a foundational step in many causal inference problems. This workshop aims to bring together researchers and practitioners from academia and industry to share their experiences and insights on applying About A one-day workshop on causal inference from observational data provided as part of IADS Summer School in July 2023. They’re also offering a Zoom option if you can’t make it in person: 2023 Northwestern Main and Advanced Causal Inference Workshops [please Abstract We tackle the problem of identifying whether a variable is the cause of a specified target using observational data. Additionally, the workshop encourages topics that address scalable Causal Inference: From Theory to Practice and Back Again January 12 – June 26, 2026 Online Course The advanced workshop provides in-depth discussion of selected topics that are beyond what we can cover in the main workshop. The two I attended were about The 13th annual workshop on Research Design for Causal Inference at Northwestern Law School in Chicago, IL. The workshop is being Miguel Hernan teaches methods for causal inference to researchers who generate or repurpose data to support decision-making. They were: This workshop will introduce participants to a counterfactual framework for causal inference in the face of competing events. Check these in-person courses in KDD 2023 Causal Inference and Machine Learning in Practice Workshop Organizers: Chu Wang, Yingfei Wang, Xinwei Ma, Zeyu Zheng, Jing Pan, Yifeng Wu, Huigang Chen, Totte Harinen, Paul Lo, The 3rd Workshop on Causal Inference and Machine Learning in Practice at KDD 2025 aims to bring together researchers, industry professionals, and practitioners to explore the application of causal Are you a researcher looking to improve your causal inference skills? I'm excited to announce that the Criminal Justice team at Arnold Ventures is hosting 3 causal inference workshops this fall The workshop will provide a forum for practitioners and researchers to exchange ideas and explore new collaborations. The workshop focuses on theory, methodology, and application of structured probabilistic inference and generative modeling, both of which are important topics in machine learning. The first day I attended was Monday which had half-day workshops around a topic. Main Workshop: Monday – Friday, July 29 - August 2, 2024 Advanced We discuss the fundamental concepts of both recommender systems and causal inference as well as their relationship, and review the existing work on causal methods for different problems in This intensive workshop series explores the foundations and methodological advancements in causal inference, transcending correlational analysis to establish robust This intensive workshop series explores the foundations and methodological advancements in causal inference, transcending correlational analysis to establish robust Slides and materials will be added to this folder as they become available. 6K subscribers Subscribed Overview This one-day workshop will feature recent advances in causal inference broadly at the intersection of statistics, operations research, and engineering.
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