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Kristian Lum

Lead Statistician at the Human Rights Data Analysis Group (HRDAG)

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 Kristian Lum Biography

Kristian Lum is the Lead Statistician at the Human Rights Data Analysis Group (HRDAG), where she leads the HRDAG project on criminal justice in the United States. Previously, Kristian worked as a research assistant professor in the Virginia Bioinformatics Institute at Virginia Tech and as a data scientist at DataPad, a small technology start-up.

Kristian’s research primarily focuses on examining the uses of machine learning in the criminal justice system and has concretely demonstrated the potential for machine learning-based predictive policing models to reinforce and, in some cases, amplify historical racial biases in law enforcement. She has also applied a diverse set of methodologies to better understand the criminal justice system: causal inference methods to explore the causal impact of setting bail on the likelihood of pleading or being found guilty; and agent-based modeling methods derived from epidemiology to study the disease-like spread of incarceration through a social influence network. Additionally, Kristian’s work encompasses the development of new statistical methods that explicitly incorporate fairness considerations and advancing HRDAG’s core statistical methodology—record-linkage and capture-recapture methods for estimating the number of undocumented conflict casualties.

She is the primary author of the dga package, open source software for population estimation for the R computing environment.

Kristian received an MS and PhD from the Department of Statistical Science at Duke University and a BA in Mathematics and Statistics from Rice University.

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  • HOW TO BOOK Kristian Lum?

    Our booking agents have successfully helped clients around the world secure talent like Kristian Lum for both live and virtual events for over 15 years. The team at All American Entertainment represents and listens to the needs of organizations and corporations seeking to hire keynote speakers, celebrities or entertainers for speaking engagements, personal appearances, product endorsements, or corporate entertainment. Fill out a booking request form for Kristian Lum, or call our office at 1.800.698.2536 to discuss your upcoming event. One of our experienced agents will be happy to help you get pricing information and check availability for Kristian Lum or any other celebrity of your choice.
  • HOW MUCH DOES IT COST TO BOOK Kristian Lum?

    Booking fees for Kristian Lum, or any other speakers and celebrities, are determined based on a number of factors and may change without notice. Pricing often varies between live and virtual events. Other factors that can affect speaker fees include the talent's schedule, market conditions, length of presentation, and the location of the event. The live and virtual event speaking fees listed on this website are intended to serve as a guideline only. In some cases, the actual quote may be above or below the stated range. For the most current fee to hire Kristian Lum, please fill out the booking request form or call our office at 1.800.698.2536 to speak with an experienced booking agent.
  • WHO IS THE AGENT FOR Kristian Lum?

    All American Entertainment has successfully secured celebrity talent like Kristian Lum for clients worldwide for more than 15 years. As a full-service talent booking agency, we have access to virtually any speaker or celebrity in the world. Our agents are happy and able to submit an offer to the speaker or celebrity of your choice, letting you benefit from our reputation and long-standing relationships in the industry. Fill out the booking request form or call our office at 1.800.698.2536, and one of our agents will assist you to book Kristian Lum for your next private or corporate function.
  • WHAT IS A FULL-SERVICE TALENT BOOKING AGENCY?

    All American Speakers is a "buyers agent" and exclusively represents talent buyers, meeting planners and event professionals, who are looking to secure celebrities and speakers for personal appearances, speaking engagements, corporate entertainment, public relations campaigns, commercials, or endorsements. We do not exclusively represent Kristian Lum or claim ourselves as the exclusive booking agency, business manager, publicist, speakers bureau or management for Kristian Lum or any other speaker or celebrity on this website. For more information on how we work and what makes us unique, please read the AAE Advantage.
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This website is a resource for event professionals and strives to provide the most comprehensive catalog of thought leaders and industry experts to consider for speaking engagements. A listing or profile on this website does not imply an agency affiliation or endorsement by the talent.

All American Entertainment (AAE) exclusively represents the interests of talent buyers, and does not claim to be the agency or management for any speaker or artist on this site. AAE is a talent booking agency for paid events only. We do not handle requests for donation of time or media requests for interviews, and cannot provide celebrity contact information.

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Kristian Lum

Lead Statistician at the Human Rights Data Analysis Group (HRDAG)

Travels From:
Los Altos, CA, USA
Speaking Fee:
Live Event: Please Contact  
Virtual Event: Please Contact

Kristian Lum Biography

Kristian Lum is the Lead Statistician at the Human Rights Data Analysis Group (HRDAG), where she leads the HRDAG project on criminal justice in the United States. Previously, Kristian worked as a research assistant professor in the Virginia Bioinformatics Institute at Virginia Tech and as a data scientist at DataPad, a small technology start-up.

Kristian’s research primarily focuses on examining the uses of machine learning in the criminal justice system and has concretely demonstrated the potential for machine learning-based predictive policing models to reinforce and, in some cases, amplify historical racial biases in law enforcement. She has also applied a diverse set of methodologies to better understand the criminal justice system: causal inference methods to explore the causal impact of setting bail on the likelihood of pleading or being found guilty; and agent-based modeling methods derived from epidemiology to study the disease-like spread of incarceration through a social influence network. Additionally, Kristian’s work encompasses the development of new statistical methods that explicitly incorporate fairness considerations and advancing HRDAG’s core statistical methodology—record-linkage and capture-recapture methods for estimating the number of undocumented conflict casualties.

She is the primary author of the dga package, open source software for population estimation for the R computing environment.

Kristian received an MS and PhD from the Department of Statistical Science at Duke University and a BA in Mathematics and Statistics from Rice University.

Kristian Lum Videos

  • Whats An Algorithm Got To Do With It
    This TED-style talk from Kristian Lum, Ph.D, lead statistician for Human Rights Data Analysis Group, will shine light on the blind spots of...
  • Databite No. 90: Kristian Lum
    Kristian Lum presents Predictive Policing: Bias In, Bias Out: Predictive policing systems are increasingly used by law enforcement to try to ...
  • Panel 5 - 2016 CARE Conference - Perspectives on Fraud
    Richard Hahn (Moderator and Panelist) Associate Professor of Econometrics and Statistics, University of Chicago Booth School of Business ...

FAQs on booking Kristian Lum

  • How to book Kristian Lum?

    Our booking agents have successfully helped clients around the world secure talent like Kristian Lum for both live and virtual events for over 15 years. The team at All American Entertainment represents and listens to the needs of organizations and corporations seeking to hire keynote speakers, celebrities or entertainers for speaking engagements, personal appearances, product endorsements, or corporate entertainment. Fill out a booking request form for Kristian Lum, or call our office at 1.800.698.2536 to discuss your upcoming event. One of our experienced agents will be happy to help you get pricing information and check availability for Kristian Lum or any other celebrity of your choice.
  • How much does it cost to book Kristian Lum?

    Booking fees for Kristian Lum, or any other speakers and celebrities, are determined based on a number of factors and may change without notice. Pricing often varies between live and virtual events. Other factors that can affect speaker fees include the talent's schedule, market conditions, length of presentation, and the location of the event. The live and virtual event speaking fees listed on this website are intended to serve as a guideline only. In some cases, the actual quote may be above or below the stated range. For the most current fee to hire Kristian Lum, please fill out the booking request form or call our office at 1.800.698.2536 to speak with an experienced booking agent.
  • Who is the agent for Kristian Lum?

    All American Entertainment has successfully secured celebrity talent like Kristian Lum for clients worldwide for more than 15 years. As a full-service talent booking agency, we have access to virtually any speaker or celebrity in the world. Our agents are happy and able to submit an offer to the speaker or celebrity of your choice, letting you benefit from our reputation and long-standing relationships in the industry. Fill out the booking request form or call our office at 1.800.698.2536, and one of our agents will assist you to book Kristian Lum for your next private or corporate function.
  • What is a full-service talent booking agency?

    All American Speakers is a "buyers agent" and exclusively represents talent buyers, meeting planners and event professionals, who are looking to secure celebrities and speakers for personal appearances, speaking engagements, corporate entertainment, public relations campaigns, commercials, or endorsements. We do not exclusively represent Kristian Lum or claim ourselves as the exclusive booking agency, business manager, publicist, speakers bureau or management for Kristian Lum or any other speaker or celebrity on this website. For more information on how we work and what makes us unique, please read the AAE Advantage.

Kristian Lum is a keynote speaker and industry expert who speaks on a wide range of topics . The estimated speaking fee range to book Kristian Lum for your event is available upon request. Kristian Lum generally travels from Los Altos, CA, USA and can be booked for (private) corporate events, personal appearances, keynote speeches, or other performances. Similar motivational celebrity speakers are Menaka Guruswamy, Lillian Faderman, Alencia Johnson, Anthony Romero and Karolis Urbonas. Contact All American Speakers for ratings, reviews, videos and information on scheduling Kristian Lum for an upcoming live or virtual event.

Kristian Lum Speaker Videos

  • Whats An Algorithm Got To Do With It
    This TED-style talk from Kristian Lum, Ph.D, lead statistician for Human Rights Data Analysis Group, will shine light on the blind spots of privacy ...
    Databite No. 90: Kristian Lum
    Kristian Lum presents Predictive Policing: Bias In, Bias Out: Predictive policing systems are increasingly used by law enforcement to try to ...
  • Panel 5 - 2016 CARE Conference - Perspectives on Fraud
    Richard Hahn (Moderator and Panelist) Associate Professor of Econometrics and Statistics, University of Chicago Booth School of Business ...

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Speakers Similar to Kristian Lum

This website is a resource for event professionals and strives to provide the most comprehensive catalog of thought leaders and industry experts to consider for speaking engagements. A listing or profile on this website does not imply an agency affiliation or endorsement by the talent.

All American Entertainment (AAE) exclusively represents the interests of talent buyers, and does not claim to be the agency or management for any speaker or artist on this site. AAE is a talent booking agency for paid events only. We do not handle requests for donation of time or media requests for interviews, and cannot provide celebrity contact information.

If you are the talent, and wish to request removal from this catalog or report an issue with your profile, please click here.

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