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ML BERLIN HYBRID CONFERENCE: Learn more about on-site or online attendance here

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ML BERLIN HYBRID CONFERENCE: Learn more about on-site or online attendance here

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ML SINGAPORE - THE ONLINE CONFERENCE: Learn more about online attendance here

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ML BERLIN HYBRID CONFERENCE: Learn more about on-site or online attendance here

Program

ML Conference 2021
The Conference for Machine Learning Innovation
December 6 - 8 | Berlin or Online

Pick the program of your choice:

ML Conference Berlin

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ML Summit

Take me to the ML Summit Program

The program of ML Conference Berlin 2021 will be announced soon! Stay tuned for more information.

Program ML Conference Berlin 2021

Mon

06. Dec 2021
09:00 - 17:00
WS Online Only
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Workshop: Advancements in NLP

Leonardo De Marchi, idea.io
09:00 - 17:00
WS Salon 7
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Workshop: Machine Learning 101++ Using Python

Dr. Pieter Buteneers, Sinch
09:00 - 17:00
WS Salon 2
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Workshop: Image Recognition with TensorFlow

Oliver Zeigermann, embarc
10:30 - 11:00

Coffee Break

12:30 - 13:30

Lunch

15:00 - 15:30

Coffee Break

Tue

07. Dec 2021
09:00 - 09:45
Salon 2
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Welcome and Opening Keynote – Self-supervised Learning: Teaching AI common sense

Dr. Pieter Buteneers, Sinch
09:45 - 10:15

Coffee Break

10:15 - 11:00
Online only
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The Rise of Voice Commerce in India

Kumar Rangarajan, Slang Labs
10:15 - 11:00
Salon 2
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Advances in Machine Learning Systems – from GPUs to Quantum

Dr. Andreas Bühlmeier, DBC Enterprise IT Consulting
10:15 - 11:00
Salon 7
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From 2D to 3D: Unsupervised Reconstruction in Computer Vision using U-CMR

Thomas Chen, Academy for Mathematics, Science, and Engineering
11:00 - 11:30

Coffee Break

11:30 - 12:15
Salon 2
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Why Security is Important in ML and How to Secure your ML-based Solutions

Dr. Rachid Kherrazi, Akka Technologies
11:30 - 12:15
Online only
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Voice Development with modern AI Tools

Jochen Emig, ONSEI GmbH
11:30 - 12:15
Salon 7
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Keep an eye on AI — Monitor ML models in production

Hauke Brammer, finpair GmbH
12:15 - 13:30

Lunch

13:30 - 14:00
Salon 7
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Affective Computing – bringing humans and machines closer through emotions

Håkan Silfvernagel, Miles AS
13:30 - 14:00
Salon 2
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Scaling up AI for Confronting Climate Change

Thomas Chen, Academy for Mathematics, Science, and Engineering
14:00 - 14:30

Coffee Break

14:30 - 15:15
Salon 2
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Efficient Transformers

Christoph Henkelmann, DIVISIO
14:30 - 15:15
Online only
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Voice assistants with the Fraunhofer SPEAKER project

Jochen Emig, ONSEI GmbH
Leonard Füchsel, ONSEI GmbH
14:30 - 15:15
Salon 7
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How to use Natural Language Processing for automatic test case design?

Jannik Fischbach, Qualicen Gmbh
15:15 - 15:45

Coffee Break

15:45 - 16:30
Online only
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Algorithmic Diversity & Nonbinarity. How to Reimagine Ability, Tech & Ethics

Yonah Walker, Yonah Fund
15:45 - 16:30
Salon 2
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Natural Language Processing (NLP): The Transformer Zoo

Dr. Christian Winkler, datanizing GmbH
Oliver Zeigermann, embarc
15:45 - 16:30
Salon 7
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Honey, I Shrunk the TinyML

Lars Gregori, SAP CX
16:30 - 17:00

Coffee Break

17:00 - 17:45
Online only
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Thinking outside the box: Insights From the Visually-Impaired Community into Audio Games Development

Jo Jaquinta, TsaTsaTzu
17:00 - 17:45
Salon 2
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Evaluating machine learning solutions for subjective problems

Robbe Sneyders, ML6
17:00 - 17:45
Salon 7
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AI Red Teaming: a facial recognition case study

Alex Polyakov, Adversa.AI

Wed

08. Dec 2021
09:00 - 09:45
Salon 2
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How to become a fully conversational company?

Jim Tonge, VUI.agency
09:45 - 10:15

Coffee Break

10:15 - 11:00
Online only
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What about the Kids? How Speech Technology transforms Digital Experiences for Kids

Dr. Patricia Scanlon, SoapBox Labs
10:15 - 11:00
Salon 2
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Polars: Blazingly fast DataFrames

Ritchie Vink, Xomnia BV
10:15 - 11:00
Salon 7
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Natural language processing for medical data

Anja Pilz, damedic
11:00 - 11:30

Coffee Break

11:30 - 12:15
Online only
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How Voice Search is Evolving: Using Insights from Alexa Voice Search

John Campbell, Rabbit & Pork
11:30 - 12:15
Salon 7
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Machine Learning in the Browser with TensorFlow.js

Håkan Silfvernagel, Miles AS
11:30 - 12:15
Salon 2
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Underspecified pipelines: Why good models underperform in production

Nikolay Manchev, Domino Data Lab
12:15 - 13:15

Lunch

13:30 - 14:00
Salon 2
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Machine Learning for automatic summarization of sport videos

Dr. Luca Marchesotti, Sparkd
14:00 - 14:30

Coffee Break

14:30 - 15:15
Salon 2
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Pre-Moderation – The Safe Sandbox for your Community

Christian Dedié, gutefrage.net GmbH
Dr. Katsiaryna Stalpouskaya, gutefrage.net GmbH
14:30 - 15:15
Online only
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The Future of People

Jeff Blankenburg, Amazon Alexa
14:30 - 15:15
Salon 7
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Machine Learning: The Bare Math Behind Libraries

Piotr Czajka, TomTom
Łukasz Gebel, TomTom
15:15 - 15:45

Coffee Break

15:45 - 16:30
Online only
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Have you really embraced audio?

Benjamin McCulloch, Conversation Designer
15:45 - 16:30
Salon 2
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Using A.I to make recommendations for career progression

Dorra Nouira, Boostrs
15:45 - 16:30
Salon 7
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Designing Conversational Chatbot for Digital Operators

Burak Aytan, TURKCELL
Dr. Ilknur Durgar, TURKCELL
Muhammed Güre, TURKCELL
16:30 - 17:00

Coffee Break

17:00 - 17:45
Salon 2
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Keyword Search is Dead! And so are Solr and Elasticsearch?

Daniel Wrigley, SHI GmbH
17:00 - 17:45
Salon 7
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Vector embedding AI in practice

Jon Bratseth, Verizon Media
 

ML Conference Mobile App

The ML Conference app simplifies the preparation before and during the conference:

  • People who don’t have a ticket yet, can also purchase it from the app
  • Participants get all the information on the schedule and can customize their program individually
  • All information about the speakers
  • “Information”: here you can find the location and room plan and can give feedback on the conference
  • Fast access to Twitter
  • All partners and sponsors at a glance
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Program ML Summit 2021

Wed

08. Dec 2021
09:15 - 09:45
Remote only
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Tuning Hyperparameters for Your Machine Learning Project

Milecia McGregor, Iterative
10:00 - 13:00
Remote only
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Machine Learning 101++ Using Python: Part 1

Dr. Pieter Buteneers, Sinch
10:00 - 13:00
Remote only
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Graph Powered Machine Learning: Part 1

Jörg Schad, ArangoDB
14:15 - 17:30
Remote only
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Machine Learning 101++ Using Python: Part 2

Dr. Pieter Buteneers, Sinch
14:15 - 17:30
Remote only
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Graph Powered Machine Learning: Part 2

Jörg Schad, ArangoDB

Thu

09. Dec 2021
09:00 - 09:45
Remote only
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Market Segmentation in the Era of Big Data

Özge Sahin, SciScry
10:00 - 13:00
Remote only
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Integrated Reinforcement learning and imitation learning using deep transfer learning Workshop: Part 1

Dr. Majid Baa Wafaa, RecomAI
Dr. Neda Navidi, École de Technologie Supérieure (ÉTS)
14:15 - 17:30
Remote only
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Integrated Reinforcement learning and imitation learning using deep transfer learning Workshop: Part 2

Dr. Neda Navidi, École de Technologie Supérieure (ÉTS)
17:45 - 18:15
Remote only
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Battle of the Languages: Java and Python compete to solve programming challenges

Michael Inden, Freelancer

Fri

10. Dec 2021
09:00 - 09:45
Remote only
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Scaling ML Solutions with Python and PyTorch

Thomas Chen, Academy for Mathematics, Science, and Engineering
10:00 - 13:00
Remote only
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How to turn large amounts of text into insights with machine learning

Dr. Christian Winkler, datanizing GmbH
14:15 - 17:30
Remote only
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Lightning fast data analysis with pure numpy

Vadim Markovtsev, source{d}