Columbia University

Hebrew Free Loan Society and Circularity Day Webinar

From: 2023-02-09 4:0 PM
To: 2023-02-09 5:0 PM

Screening of The Inspection with Elegance Bratton '14GS

From: 2023-02-23 5:0 PM
To: 2023-02-23 8:30 PM

Introduction to Peacemaking Circles

From: 2023-02-28 9:0 AM
To: 2023-03-02 5:0 PM

Transition in the Food Industry:A Solutions Approach

From: 2023-02-08 11:0 AM
To: 2023-02-08 12:0 PM

Brazil Seminar: Short-Term Challenges and Long-Term Opportunities

From: 2023-02-08 6:10 PM
To: 2023-02-08 8:0 PM

Who Hears Here?: On Black Music, Pasts and Present

From: 2023-02-01 6:0 PM
To: 2023-02-01 7:0 PM

Tissue Talks: Shyni Varghese, Duke

From: 2023-02-08 3:0 PM
To: 2023-02-08 4:0 PM

The Energy Transition and Indigenous Communities

From: 2023-02-08 6:0 PM
To: 2023-02-08 7:0 PM

Race, Climate, and the Built Environment

From: 2023-02-10 12:0 PM
To: 2023-02-10 1:0 PM

Integrating Interprofessional Spiritual Care in Palliative Care

From: 2023-02-09 12:0 PM
To: 2023-02-09 6:0 PM

Spyware and the Press

From: 2023-02-08 7:30 PM
To: 2023-02-08 9:0 PM

A New Era for the Sake Industry in Japan and Beyond

From: 2023-02-07 12:30 PM
To: 2023-02-07 1:30 PM

Update: Legal Trade and Investment in Cuba

From: 2023-02-07 6:0 PM
To: 2023-02-07 8:0 PM

The Missing, the Dead and the Survivors

From: 2023-02-06 6:15 PM
To: 2023-02-06 7:45 PM

The Yanomami Struggle, by Davi Kopenawa

From: 2023-02-03 5:0 PM
To: 2023-02-03 6:30 PM

Universal Food Security: How to End Hunger

From: 2023-02-10 4:0 PM
To: 2023-02-10 5:30 PM

Screening of A tale of love and desire by Leyla Bouzid

From: 2023-02-09 7:0 PM
To: 2023-02-09 9:0 PM

Film Screening & Discussion. "Sniper: The White Raven"

From: 2023-02-09 6:0 PM
To: 2023-02-09 8:30 PM

Town Hall for Community Health Workers

From: 2023-02-09 5:0 PM
To: 2023-02-09 6:30 PM

Kathleen Hickey Endowed Lectureship in Science of CV Care

From: 2023-02-09 4:0 PM
To: 2023-02-09 6:30 PM

Screening: Leave No Trace: A Hidden History of the Boy Scouts

From: 2023-02-08 6:30 PM
To: 2023-02-08 9:30 PM

Screening and Director Q&A: The Rebellious Life of Mrs. Rosa Parks

From: 2023-02-08 6:30 PM
To: 2023-02-08 8:45 PM

Dramatic Performance by Patrick Boucheron

From: 2023-02-08 6:0 PM
To: 2023-02-08 7:0 PM

Book Talk. "Free: A Child and a Country at the End of History"

From: 2023-02-08 6:0 PM
To: 2023-02-08 7:30 PM

The Rapid Rise in U.S. Interest Rates

From: 2023-02-08 5:0 PM
To: 2023-02-08 6:0 PM

Screening: Oscar-nominated documentary Navalny with Director Q&A

From: 2023-02-07 6:30 PM
To: 2023-02-07 9:0 PM

Organ Meditation

From: 2023-02-07 3:0 PM
To: 2023-02-07 4:0 PM

Laura Poitras in conversation with Dean Andrés Jaque

From: 2023-02-06 6:30 PM
To: 2023-02-06 8:0 PM

Book Talk: Josh Lambert, "The Literary Mafia"

From: 2023-02-06 12:0 PM
To: 2023-02-06 1:30 PM

Explore the Shape-Shifting Media Climate with Earth’s Publicist

From: 2023-02-03 12:0 PM
To: 2023-02-03 1:0 PM

BME Seminar: Eric Wieschaus, Princeton Professor and Nobel Laureate

From: 2023-02-03 11:0 AM
To: 2023-02-03 12:0 PM

Anita Graef: Cross-cultural works for solo cello by women

From: 2023-02-02 6:0 PM
To: 2023-02-02 7:0 PM

Book Presentation - Cuban Privilege - Susan Eckstein

From: 2023-02-02 6:0 PM
To: 2023-02-02 7:30 PM

Tissue Talks: Katrina Armstrong, CUIMC

From: 2023-02-01 3:0 PM
To: 2023-02-01 4:0 PM

Éléonore Weill: Jewish songs from France

From: 2023-01-31 7:0 PM
To: 2023-01-31 8:0 PM

TBB-ers’ Vocal Workshop

From: 2023-02-02 5:0 PM
To: 2023-02-02 6:0 PM

Guest talk on Collaboration, Media and Youth Culture with Dev Moore

From: 2023-02-09 5:0 PM
To: 2023-02-09 6:0 PM

South-South Cooperation in Urban Development, Policies and Planning

From: 2023-01-31 1:15 PM
To: 2023-01-31 2:15 PM

Land, Law, Labor

From: 2023-02-03 12:0 PM
To: 2023-02-03 1:0 PM

Creative Writing Lecture: Katie Kitamura

From: 2023-02-01 7:30 PM
To: 2023-02-01 9:0 PM

Screening of Angels by Jasmine Bissete

From: 2023-02-02 6:0 PM
To: 2023-02-02 7:15 PM

Columbia University + Chile: A Century of Innovation + Collaboration

From: 2023-01-31 11:0 AM
To: 2023-01-31 12:30 PM

Introduction to the Bloomberg Terminal

From: 2023-02-08 11:0 AM
To: 2023-02-08 12:0 PM

Beyond Marco Polo: Venice and the Mongols in the 13th-15th Centuries

From: 2023-01-26 6:0 PM
To: 2023-01-26 7:30 PM

The Aftermath of the Attacks in Brazil’s Capital

From: 2023-01-26 5:0 PM
To: 2023-01-26 6:30 PM

Boonserm Premthada, Bangkok Project Studio

From: 2023-01-23 6:30 PM
To: 2023-01-23 7:30 PM

Columbia Climate School's REU Information Session

From: 2023-01-25 4:0 PM
To: 2023-01-25 5:0 PM

2023 Yosef Yerushalmi Annual Memorial Lecture: Sarah Abrevaya Stein

From: 2023-01-29 4:0 PM
To: 2023-01-29 5:0 PM

Vladimir Gandelsman: "A Man Only Needs a Room", Poetry Reading

From: 2023-01-27 6:30 PM
To: 2023-01-27 8:0 PM

Weinberg Family CP Center Webinar - 3 Myths About Cerebral Palsy

From: 2023-01-26 7:0 PM
To: 2023-01-26 8:0 PM

Saxophone Colossus: The Life and Music of Sonny Rollins

From: 2023-01-26 6:0 PM
To: 2023-01-26 8:0 PM

Mark Podwal: Drawing on My Eastern European Roots

From: 2023-01-25 7:0 PM
To: 2023-01-25 8:0 PM

Tissue Talks: Bruce Conklin, UCSF

From: 2023-01-25 3:0 PM
To: 2023-01-25 4:0 PM

Lunar New Year Day of Celebration

From: 2023-01-23 12:0 PM
To: 2023-01-23 7:0 PM

The Rat Academy in Morningside Heights

From: 2023-01-31 5:0 PM
To: 2023-01-31 7:0 PM

Bioethics in Film: From Screen to Seminar "Seizing Hope"

From: 2023-01-26 6:0 PM
To: 2023-01-26 8:0 PM

2024 Starts Now

From: 2023-01-25 6:30 PM
To: 2023-01-25 7:30 PM

Ovarian Aging: A Target for Geroprotection in Women

From: 2023-01-19 4:0 PM
To: 2023-01-19 5:0 PM

Designing for Dissemination, Sustainability, and Equity

From: 2023-01-20 12:0 PM
To: 2023-01-20 1:0 PM

Community Science Institute

From: 2023-01-21 9:30 AM
To: 2023-01-21 1:30 PM

Autism: From "Neuroplacentology" to Your Offices and Patients

From: 2023-01-25 6:0 PM
To: 2023-01-25 7:0 PM

CU Grow Program - Vendor Development Application Deadline

From: 2023-01-13 8:0 AM
To: 2023-01-13 6:0 PM

Music Monday at The Forum

From: 2023-01-30 6:0 PM
To: 2023-01-30 7:0 PM

Manhattanville Community Day

From: 2023-05-20 12:0 PM
To: 2023-05-20 6:0 PM

Wrestling with Social and Behavioral Genomics

From: 2023-01-13 12:0 PM
To: 2023-01-13 1:0 PM

The Wellness Circle

From: 2023-01-18 12:0 PM
To: 2023-01-18 12:30 PM

Multi-omics Boot Camp: Analysis of Omics Data for Research Studies

From: 2023-01-20 12:0 PM
To: 2023-01-20 6:15 PM

Multi-omics Boot Camp: Analysis of Omics Data for Research Studies

From: 2023-01-18 12:0 PM
To: 2023-01-18 6:15 PM

Algorithmic Bias and Machine Learning in Health Care

From: 2023-01-12 4:0 PM
To: 2023-01-12 5:0 PM

Featured Alumni Series

From: 2023-01-18 6:0 PM
To: 2023-01-18 7:0 PM

CIPC Pilot Presentations

From: 2023-01-12 12:0 PM
To: 2023-01-12 1:0 PM

One-year MS in Human Nutrition Program Webinar

From: 2023-01-11 5:0 PM
To: 2023-01-11 6:0 PM

PI Crash Course: Skills for Future or New Lab Leaders

From: 2023-01-10 10:0 AM
To: 2023-01-10 6:0 PM

School Violence Prevention and Intervention Workshop

From: 2023-01-07 12:45 PM
To: 2023-01-07 2:45 PM

Child Abuse Identification and Reporting Workshop

From: 2023-01-07 10:0 AM
To: 2023-01-07 12:0 PM

PI Crash Course: Skills for Future or New Lab Leaders

From: 2023-01-09 10:0 AM
To: 2023-01-10 6:0 PM

Climate LIVE K12: Generating Applications to Gain Acceptance

From: 2023-01-11 4:0 PM
To: 2023-01-11 5:0 PM

How Low-Carbon Ammonia Can Help Fight Climate Change

From: 2023-01-18 12:0 PM
To: 2023-01-18 1:0 PM

Building, Land, Coal

From: 2022-12-08 12:0 PM
To: 2022-12-08 1:0 PM

Jorie Graham Reading

From: 2022-12-07 7:30 PM
To: 2022-12-07 9:0 PM

Causal Inference, Causal Discovery, and Machine Learning

From: 2022-12-08 3:0 PM
To: 2022-12-08 4:0 PM

Disinformation v. Misinformation: The Real Enemy of Truth

From: 2022-12-07 6:0 PM
To: 2022-12-07 7:0 PM

Discussing The Still Unfolding Chilean Constitutional Journey

From: 2022-12-13 12:0 PM
To: 2022-12-13 1:0 PM

Non-literary fiction: Art of the Americas under Neo-Liberalism

From: 2022-12-09 12:0 PM
To: 2022-12-09 2:0 PM

United States Ambassadors to Mexico

From: 2022-12-08 4:10 PM
To: 2022-12-08 6:10 PM

Tiffany Nichols - Finding Stillness

From: 2022-12-07 6:0 PM
To: 2022-12-07 7:30 PM

Microplastic Madness Screening

From: 2022-12-19 10:0 AM
To: 2022-12-19 11:0 AM

Dismantling the Architectures of Liberalism

From: 2022-12-01 12:0 PM
To: 2022-12-01 1:0 PM

On Public Monuments: Contemporary Art and Social Protest in Chile

From: 2022-12-01 6:30 PM
To: 2022-12-01 7:30 PM

"Creativity and the Arts in Social Justice, Repair, and Forgiveness, a talk with Marc Bamuthi Joseph

From: 2022-12-07 6:0 PM
To: 2022-12-07 7:0 PM

Implementation Science Seminar

From: 2022-12-02 12:0 PM
To: 2022-12-02 1:0 PM

Leave No One Behind! New Strategies for the Global HIV Response

From: 2022-12-01 11:0 AM
To: 2022-12-01 2:0 PM

Jonathan Pacheco Bell - Embedded Planning is Worth The Struggle

From: 2022-11-29 1:15 PM
To: 2022-11-29 2:15 PM

Creative Writing Lecture: Hari Kunzru

From: 2022-11-30 7:30 PM
To: 2022-11-30 9:0 PM

The Rhetorical Foundations of Russian Politics

From: 2022-11-29 12:0 PM
To: 2022-11-29 1:30 PM

Democracy, Illiberalism, and the Contentious Politics of Gender

From: 2022-11-28 6:0 PM
To: 2022-11-28 7:30 PM

Make it New: The Many Dantes of the Twenty-First Century

From: 2022-12-02 9:45 AM
To: 2022-12-02 6:30 PM

2022 Dart Awards Celebration & Winners' Roundtable

From: 2022-12-01 6:0 PM
To: 2022-12-01 8:0 PM

Self-Tracking and the Experience of Algorithmic Technology

From: 2022-12-01 3:0 PM
To: 2022-12-01 4:0 PM

Columbia CryptoEconomics Workshop

From: 2022-12-01 9:0 AM
To: 2022-12-01 5:0 PM

Mutualism: Building the Next Economy from the Ground Up

From: 2022-11-30 6:15 PM
To: 2022-11-30 8:0 PM

Contributing to the Public's Good: Public Health Services

From: 2022-11-30 4:0 PM
To: 2022-11-30 6:0 PM

CEEM Seminar Series | Emmanuel Detournay

From: 2022-11-29 1:0 PM
To: 2022-11-29 2:0 PM

Monthly Seminar series on Corruption & Impunity

From: 2022-11-29 12:0 PM
To: 2022-11-29 2:0 PM

The Proust Pandemic, 1922-2022

From: 2022-11-28 6:30 PM
To: 2022-11-28 8:0 PM

NYADIFF - "Kafe Negro," By Mario Delatour

From: 2022-11-25 2:0 PM
To: 2022-11-25 5:0 PM

Las Vueltas del Odio: A conversation with Gabriel Giorgi (NYU)

From: 2022-11-17 1:0 PM
To: 2022-11-17 3:0 PM

Film Screening & Discussion. "The Guide"

From: 2022-11-17 7:0 PM
To: 2022-11-17 9:30 PM

Decoupling Europe and Russia After an Unanticipated War

From: 2022-11-21 4:15 PM
To: 2022-11-21 5:45 PM

Monkeypox and Protecting Communities of Color​

From: 2022-11-22 11:30 AM
To: 2022-11-22 12:30 PM

Japan’s New Economic Security Policy

From: 2022-11-21 12:30 PM
To: 2022-11-21 1:30 PM

Sync or Swarm

From: 2022-11-18 4:0 PM
To: 2022-11-18 6:0 PM

The Sea in the Middle: The Mediterranean World, 650-1650

From: 2022-11-18 1:0 PM
To: 2022-11-18 3:0 PM

Corruption on Trial: Investigating the Honduran Narcostate

From: 2022-11-18 12:0 PM
To: 2022-11-18 2:0 PM

The Newest New Yorkers: a Community Teach-in on Recent Migration

From: 2022-11-17 6:0 PM
To: 2022-11-17 7:30 PM

ILAS 60th Anniversary

From: 2022-11-17 1:0 PM
To: 2022-11-17 3:0 PM

The Debate over New Forms of Capitalism in Japan and the U.S.

From: 2022-11-17 9:0 AM
To: 2022-11-17 10:0 AM

Echoes of Attica

From: 2022-11-14 6:0 PM
To: 2022-11-14 8:0 PM

Book Panel. “Reclaiming Human Rights in a Changing World Order”

From: 2022-11-17 12:0 PM
To: 2022-11-17 1:30 PM

Brazil Seminar: Brazil After the Elections

From: 2022-11-16 6:10 PM
To: 2022-11-16 8:0 PM

TISSUE TALKS: Yibing Qyang, Yale University

From: 2022-11-16 3:0 PM
To: 2022-11-16 4:0 PM

IICD Seminar Series: Tobias Janowitz, Cold Spring Harbor Laboratory

From: 2022-11-16 2:0 PM
To: 2022-11-16 3:0 PM

HICCC Exceptional Scholar Seminar

From: 2022-11-16 4:0 PM
To: 2022-11-16 5:0 PM

How Sanctions Backfire: A Book Talk and Fireside Chat with Agathe Demarais

From: 2022-11-16 12:0 PM
To: 2022-11-16 1:0 PM

Film Screening & Discussion. "Core of the World"

From: 2022-11-15 6:30 PM
To: 2022-11-15 9:0 PM

Book Talk. "Cold War Radio" by Mark Pomar

From: 2022-11-15 12:0 PM
To: 2022-11-15 1:30 PM

Our Apocalypses

From: 2022-11-16 6:0 PM
To: 2022-11-16 7:0 PM

Book Panel: "Global Discord" by Paul Tucker

From: 2022-11-16 1:0 PM
To: 2022-11-16 2:30 PM

Michelangelo’s “David” and his Sling: A Talk by Luca Giuliani

From: 2022-11-15 5:30 PM
To: 2022-11-15 7:0 PM

Bioethics in Film: From Screen to Seminar

From: 2022-11-15 4:30 PM
To: 2022-11-15 6:0 PM

Cultivating Identity & Community Through Latin American Sports/Games

From: 2022-11-14 6:0 PM
To: 2022-11-14 8:0 PM

Toward a Data-Driven Society

From: 2022-11-14 12:30 PM
To: 2022-11-14 1:30 PM

The Ethics of Looking and Collecting in the Age of Restitution

From: 2022-11-11 9:0 AM
To: 2022-11-11 4:0 PM

Columbia at Home | Leveraging LinkedIn with Lauren Mack '06JRN

From: 2022-11-10 12:0 PM
To: 2022-11-10 1:0 PM
Causal Inference, Causal Discovery, And Machine Learning In #morningsideheights

Causal Inference, Causal Discovery, and Machine Learning

Speaker: Jaokb Runge

Date: December 8, 2022

Time: 3:00 p.m.

Format: Hybrid

Virtual: Zoom link provided upon registration
Register here: https://www.eventbrite.com/e/467619401217 

In-person: Columbia Innovation Hub, 2276 12th Avenue, Second Floor, Room 202, New York, NY 10027 

 

Abstract: In the past decades machine learning has had a rapidly growing impact on many fields of natural-, life- and social sciences as well as engineering. Machine learning excels at classification and regression tasks from complex heterogeneous datasets and can answer questions like “What statistical associations or correlations can we see in the data?”, “What objects are in this picture?”, or “What is the most likely next data point?”. But many questions in science, engineering, and politics are about “What are the causal relations underlying the data?” or “What if a certain variable changes or is changed?” or “What would have happened if some variable had another value?”. Data-driven machine learning alone fails to answer such questions. Causal inference provides the theory and methods to learn and utilize qualitative knowledge about causal relations. Together with machine learning it enables causal reasoning given complex data. Furthermore, causal methods can be used to intercompare and validate physical simulation models. In this talk I will present an overview of this exciting and widely applicable framework and illustrate it with some examples from Earth sciences and beyond.

Bio: Jakob Runge heads the Causal Inference group at the German Aerospace Center’s Institute of Data Science in Jena since 2017 and is guest professor of computer science at TU Berlin since 2021. His group combines innovative data science methods from different fields (graphical models, causal inference, nonlinear dynamics, deep learning) and closely works with experts in the climate sciences and beyond. Jakob studied physics at Humboldt University Berlin and finished his PhD project at the Potsdam Institute for Climate Impact Research in 2014. For his studies he was funded by the German National Foundation (Studienstiftung) and his thesis was awarded the Carl-Ramsauer prize by the Berlin Physical Society. In 2014 he won a $200.000 Fellowship Award in Studying Complex Systems by the James S. McDonnell Foundation and joined the Grantham Institute, Imperial College London, from 2016 to 2017. In 2020 he won an ERC Starting Grant with his interdisciplinary project CausalEarth. On https://github.com/jakobrunge/tigramite.git he provides Tigramite, a time series analysis python module for causal inference. For more details, see: www.climateinformaticslab.com

 

Event Contact Information:
Catherine Cha
cc102@columbia.edu