Criteo Eng
Criteo Eng
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Vianney Perchet - A self-contained and gentle introduction to Criteo NeurIPS paper 2024
This year, AIR got a record of 15 papers accepted at NeurIPS (13 papers, 1 dataset paper and 1 challenge paper), the major ML conference. During this talk, I'll do my best to give you some insights on what we are all working on, why it is interesting, and what are the possible follow-up and (tentative) applications for Criteo.
Vianney Perchet is a Principal Research at Criteo, part time. He is also working as a full professor at Ensae, one of the engineering school of the Institut Polytechnique of Paris. He is the lead of the joint team Fairplay between Criteo, Ensae and Inria.
Переглядів: 90

Відео

Imad Aouali - Scaleable Off-Policy Learning - Impossible without side information?
Переглядів 3728 днів тому
Imad Aouali - CREST ENSAE / Criteo AI Lab arxiv.org/pdf/2402.14664
AI Conversations - Otmane Sakhi & Imad Aouali - Is Principled Offline A/B Testing Achievable?
Переглядів 98Місяць тому
Off-policy methods hold the promise of reducing the need for online A/B testing under certain conditions. By leveraging previously collected data, these methods can predict the online performance of a new interactive system before deployment . To increase confidence in offline estimates, pessimistic methods have been developed to assess a system's online performance in the worst case, and have ...
AI Conversations - Yuta Saito - Off Policy Estimation Theory and Practice
Переглядів 80Місяць тому
Yuta Saito is a PhD student at Cornell university under the supervision of Thorsten Joachims. He has quickly become known for his very thorough and cogent explanations of the complete zoo of IPS based estimators and has an impressive track record in publishing in top conferences with both an applied and more theoretical emphasis. This conversation will cover the landscape of new results in this...
From Idea to Action: WomenInTech, a safe place to find inspiration, knowledge, and roles models
Переглядів 13Місяць тому
What do we need to thrive? This keynote will explore how WomenInTech fosters a community where women at all levels, from juniors to seniors, are encouraged to take initiative and speak up. As a safe place, WomenInTech is a community where we can take the spotlight and be listened to. Let's explore together all the possibilities of: * how to transform an idea into action * how to take advantage ...
Ensure a future of collaboration and diversity in the Tech Industry
Переглядів 9Місяць тому
“How are we training the new generation of developers to learn and iterate from collaboration, agile methodology, and empathy.” Clara Philippot, Ada Tech School Paris Campus director
How to make recommendations in a world without 3rd party cookies
Переглядів 25Місяць тому
“Depending on the browser you're using and the website you're visiting, the products in the ads you see might seem strange. We'll discuss this issue and its possible relationship to third-party cookies in this talk.” Lucie Mader, Senior Machine Learning Engineer at Criteo
How to translate women’s empowerment into a brand visual identity
Переглядів 9Місяць тому
”Uncover how color theory, symbolism, and language come together to shape the new brand image and get an insider’s view of the key elements that define it.” Camille Lannel-Lamotte, UI Designer at Criteo
Have a break and find YOUR own balance with the Wheel of Life!
Переглядів 25Місяць тому
When everything keeps getting faster, to the point of sometimes throwing you off balance, what about slowing down for a moment and reflecting on YOUR own need of balance in your life? The Wheel of Life can show a way to access it! Sandrine Planchon, Human-Minds - Coach in mental health prevention & Creator of disconnecting experiences
The path of staff engineer
Переглядів 15Місяць тому
“Earlier this year, I was promoted to Staff Engineer at my current company, Datadog. It was a three-year-long path. In this lightning talk, I will share the journey with its ups and downs.” Paola Ducolin, Staff Software Engineer at Datadog
From Vision to Experience: The Product Manager's Journey in Shaping User-Centric Products
Переглядів 11Місяць тому
“Evolution of product managers' roles in creating user-centric products, transitioning from initial vision to crafting meaningful user experiences.” Salma, Senior Product Manager at Criteo
Crafting Consistency: Integrating a new theme in Criteo’s React Design System
Переглядів 23Місяць тому
“Last year, our team integrated a new theme into Criteo’s design system. This talk will cover the journey, emphasizing the key steps, challenges faced, and lessons learned along the way.” Claire Dochez, Software Developer Engineer at Criteo
Story of a failure
Переглядів 9Місяць тому
Working as an EPM, one of our role is to try to avoid failure. But sometimes, for many reasons, failure is there. Bill Gates said “It’s fine to celebrate success but it is more important to heed the lessons of failure.” This presentation will bring us through the story of a failure and more importantly through the learnings out of it. Agnès Masson-Sibut, Engineering Program Manager at Criteo
Privacy in the age of Generative AI
Переглядів 25Місяць тому
"With the advent and widespread integration of Generative AI across applications, industrial or personal, how do we prevent misuse and ensure data privacy, security, and ethical use? This talk delves into the challenges and strategies for safeguarding sensitive information and maintaining user trust in the evolving landscape of AI-driven technologies." Jaspreet Sandhu, Senior Machine Learning E...
Cookies 101
Переглядів 16Місяць тому
“Have you ever wondered what happens after you click on a cookie consent banner and what the impact of your choice on the ads you see is? Join me to understand what is exactly a cookie and how it is used for advertising!“ Julie Chevrier, Software Developer Engineer at Criteo
AI Conversations - David Rohde - Why the Shooting in the Dark Method Dominates Practice
Переглядів 1392 місяці тому
AI Conversations - David Rohde - Why the Shooting in the Dark Method Dominates Practice
AI Conversations - Flavian Vasile - Deep Learning in Production for Recommendation
Переглядів 932 місяці тому
AI Conversations - Flavian Vasile - Deep Learning in Production for Recommendation
The Cement of Software: A Deep Dive into Testing with Benjamin Baumann
Переглядів 483 місяці тому
The Cement of Software: A Deep Dive into Testing with Benjamin Baumann
AI Conversations - Dawen Liang - Recommendation, Bayes and LLMs at Netflix
Переглядів 1013 місяці тому
AI Conversations - Dawen Liang - Recommendation, Bayes and LLMs at Netflix
AI Conversations - Nicolas Chopin - Bayesian Computation in the AI Era
Переглядів 1983 місяці тому
AI Conversations - Nicolas Chopin - Bayesian Computation in the AI Era
AI Conversations - Emmanuel Maggiori - Is AI Smart Until It's Dumb?
Переглядів 2543 місяці тому
AI Conversations - Emmanuel Maggiori - Is AI Smart Until It's Dumb?
Criteo DevXDays -Five Architectural Principles
Переглядів 713 місяці тому
Criteo DevXDays -Five Architectural Principles
Criteo DevXDays - This is fine: A Quest for Alerting Perimeter
Переглядів 646 місяців тому
Criteo DevXDays - This is fine: A Quest for Alerting Perimeter
Criteo DevXDays - How to have fewer incidents with Hexagonal Architecture
Переглядів 1247 місяців тому
Criteo DevXDays - How to have fewer incidents with Hexagonal Architecture
Criteo DevXDays - Caring about our Public API
Переглядів 150Рік тому
Criteo DevXDays - Caring about our Public API
Criteo DevXDays - BigDataFlow: Continuous Delivery of data pipelines
Переглядів 165Рік тому
Criteo DevXDays - BigDataFlow: Continuous Delivery of data pipelines
Criteo DevXDays - Postman: from local tests to our Concourse CD pipeline
Переглядів 109Рік тому
Criteo DevXDays - Postman: from local tests to our Concourse CD pipeline
Criteo DevXDays - Efficient Testing Strategy in microservice era
Переглядів 251Рік тому
Criteo DevXDays - Efficient Testing Strategy in microservice era
Criteo DevXDays - GraalVM, Native Compilation on the JVM
Переглядів 87Рік тому
Criteo DevXDays - GraalVM, Native Compilation on the JVM
Criteo DevXDays - What Developer Experience is and what we are doing about it
Переглядів 148Рік тому
Criteo DevXDays - What Developer Experience is and what we are doing about it

КОМЕНТАРІ

  •  4 місяці тому

    👏🏻

  • @fifthfreedom7
    @fifthfreedom7 5 місяців тому

    thank you! new ideas indeed!

  • @gvpathi
    @gvpathi 7 місяців тому

    Stamped with your presentation skill. All clear and lucid and 100 slides. 🎉❤🎉

  • @petegranneman1623
    @petegranneman1623 7 місяців тому

    Great Presentation... RIP TD Ameritrade

  • @gamuchiraindawana2827
    @gamuchiraindawana2827 Рік тому

    I've never thought about "no free lunch" the way he explained it, that there's always a price to pay in the form of a tradeoff, when you gain performance here you're likely loosing something else there. I always looked at it from the perspective that you can't just blindly apply a model on a dataset and expect the model to do all the work for you without any more input from you.

  • @nocopyrightgameplaystockvi231

    The legend

  • @rjendoubi
    @rjendoubi Рік тому

    Great presentation. Need to check those tips about SORT BY are in the Impala Cookbook 🙂 Would love to see an updated presentation like this. Thanks Mostafa!

  • @MikeVanMeter-ih8uo
    @MikeVanMeter-ih8uo Рік тому

    Your voice is sexy

  • @curtis1732
    @curtis1732 Рік тому

    *Promo SM*

  • @thebicycleman8062
    @thebicycleman8062 Рік тому

    I like how the word MOAR is the most ENLARGED TEXT lollll

  • @thebicycleman8062
    @thebicycleman8062 Рік тому

    we need MOAR talks like this! amazing!

  • @allanledner
    @allanledner Рік тому

    😠 *promo sm*

  • @muntedme203
    @muntedme203 2 роки тому

    Sounds cool

  • @hr3nk
    @hr3nk 2 роки тому

    Very informative talk, I wonder if newer Transformer based models have been applied to sequential recommendations task (I've seen some papers but not public talks), would really appreciate if anybody shared ☺

  • @m.almansoori9726
    @m.almansoori9726 2 роки тому

    Great presentation; is it possible to implement it in sequence log data clustering?

    • @criteoeng
      @criteoeng 2 роки тому

      Hello, we would advise reaching out to the speaker, Sean Law, directly.

  • @manojyadav-ej6kz
    @manojyadav-ej6kz 2 роки тому

    Can I get more information on this ...

    • @criteoeng
      @criteoeng 2 роки тому

      Hello Manoj, Should you wish for more information, we advise you to reach out to Alexandros Karatzoglou directly.

    • @manojyadav-ej6kz
      @manojyadav-ej6kz 2 роки тому

      @@criteoeng can you pls provide any email or other mode to contact Alex

    • @criteoeng
      @criteoeng 2 роки тому

      @@manojyadav-ej6kz He is reachable through his LinkedIn: linkedin.com/in/alexandroskaratzoglou or at alexkz@google.com

  • @juanotavalo
    @juanotavalo 2 роки тому

    Very clear explanation, I'm not a native english speaker but I understood everything clearly.

  • @alexfernandohuenten1374
    @alexfernandohuenten1374 2 роки тому

    Awesome

  • @noumantelusko1722
    @noumantelusko1722 2 роки тому

    nice explanation and great work, may be this is what me and my team were looking for thanks man!

  • @wellitongomes9250
    @wellitongomes9250 2 роки тому

    Olá, gostaria de saber se a Criteo trabalha no Brasil, usando plataforma de marketing digital, eu estou fazendo parte de uma plataforma que usa nome da criteo, porém estou com dúvida se realmente é da Criteo. está plataforma libera 50 anúncios para nós divulgar na rede. e os ganhos são em dólares.

    • @criteoeng
      @criteoeng 2 роки тому

      Olá, Obrigado pelo contato. Você poderia, por favor, enviar sua dúvida e contato para MMSBRManagers@criteo.com . Obrigado! Criteo

  • @lfmtube
    @lfmtube 2 роки тому

    Great Video and better than great even explained! Thanks

  • @luckhuc7968
    @luckhuc7968 3 роки тому

    The video sound is pretty good, beyond my imagination

  • @shreyas9312
    @shreyas9312 3 роки тому

    at 15:50 the matrix profile looks like it is not plotted as is - based on the second subplot, the Y axis is between 0.5 and 2.5 whereas the matrix profile has values ranging from 1.4 to 14.1- what kind of processing has been done on the matrix profile before plotting it?

  • @williamkirwin6438
    @williamkirwin6438 3 роки тому

    Super insightful!

  • @adityateja9900
    @adityateja9900 3 роки тому

    16:22 .. I thought that guy was asleep lol

  • @mathandsciencereboot2662
    @mathandsciencereboot2662 3 роки тому

    Can this be done using SPSS?

  • @PrabhatKumar-fn4vy
    @PrabhatKumar-fn4vy 4 роки тому

    Your book is awesome everyone is talking about that book

  • @soonpaomeng
    @soonpaomeng 4 роки тому

    Hope u earn 2000 pips a day

    • @johnny2bi4
      @johnny2bi4 4 роки тому

      does it work for trading?

    • @soonpaomeng
      @soonpaomeng 4 роки тому

      @@johnny2bi4 Seasonal for sure, season maybe too short, life span is key

    • @johnny2bi4
      @johnny2bi4 4 роки тому

      @@soonpaomeng definitely I'm looking are predicting the next few candles that's the goal.

    • @soonpaomeng
      @soonpaomeng 4 роки тому

      @@johnny2bi4 that's almost impossible

    • @johnny2bi4
      @johnny2bi4 4 роки тому

      Pao Meng Soon what’s more feasible ?

  • @vishalpandey2921
    @vishalpandey2921 4 роки тому

    robust approach simplified.

  • @ronniegrimes6535
    @ronniegrimes6535 4 роки тому

    Thanks God

  • @ronniegrimes6535
    @ronniegrimes6535 4 роки тому

    Doneanotherartsdotsnotsdotsdots

  • @Zaddy_Woods
    @Zaddy_Woods 4 роки тому

    13:45 Did the cameraman intentionally zoom in on that guy sleeping??

  • @PallatiCharan
    @PallatiCharan 4 роки тому

    This is the best and easy way to find an anomalies but it's effective thanks Sean law introducing open source library stumpy

  • @gryshakov
    @gryshakov 4 роки тому

    33:45 now that basically tells everything about this lecture

    • @RandallLewis
      @RandallLewis 3 роки тому

      LoL. What an excellent cut to the audience! I was falling asleep during this conference, too, due to jetlag! 😴

    • @ResilientFighter
      @ResilientFighter 2 роки тому

      i was thinking more 15:22

  • @bhawnadixit3138
    @bhawnadixit3138 4 роки тому

    Thank you for explaining it well. I was searching for something with respect to biological data and may be I can use it. Great talk..

  • @kennykobau
    @kennykobau 5 років тому

    Internal Data University is for Spotify employees? If not, how do I apply?

  • @BabjiEManohar
    @BabjiEManohar 5 років тому

    wtf is this ? where to look at the slide? whole point of video is lost.... shit..

  • @bibekdahal3752
    @bibekdahal3752 6 років тому

    This guy knows what he is talking. However, his audience there and me be like, wtf is this.

  • @vikahoha6051
    @vikahoha6051 6 років тому

    Какой хороший, съела бы зацёмкала

  • @gounna1795
    @gounna1795 7 років тому

    11:50 The great engineer asks us to click star at github. It will make his day :) github.com/spotify/scio

  • @darthyzhu5767
    @darthyzhu5767 7 років тому

    Great talk! wonder where to have a look at the slides.

    • @zeta-man
      @zeta-man 6 років тому

      forget the slides, download the complete book from him on Causal Inference it's published as open access titles by MIT mitpress.mit.edu/books/elements-causal-inference