Machine Learning Lab ITMO

Welcome to the page of ITMO University Machine Learning Lab!
Here you'll find info about our projects, events and achievements.

FB & Instagram: @itmo.mllab

[Machine Learning Lab ITMO @itmo_mllab]

A cool startup was launched by a prof. from our Lab, Aleks Farseev. https://t.co/m6il60pbCO analyzes a blogger's publications and identifies user reactions to them. It also helps companies search for blogs for advertising purposes.

https://t.co/J4c5X3Pf6S

#ITMO #MachineLearning

[Machine Learning Lab ITMO @itmo_mllab]

Ivan Smetannikov and his colleagues have created an algorithm predicting the potential popularity of books. It relies on the emotional coloring of text. The research was presented at CCRIS 2020.

#MachineLearning #NLProc #Books

https://t.co/jlf0dhNSR9

[Machine Learning Lab ITMO @itmo_mllab]

Project @sominanalytics by prof. Aleks Farseev received a Cool Vendors Award 2020 from @Gartner_inc. Congratulations!

https://t.co/ogMzGq2bY8

#Gartner #SocialNetworkAnalysis #ITMO

[Machine Learning Lab ITMO @itmo_mllab]

⚡Links from Ksyusha⚡

In 2020, 752 papers were accepted for the main EMNL track only. To help us quickly catch up on the work presented, Paper Digest Team processed all accepted papers and generated one highlight sentence for each one: https://t.co/Q3ARTqhi1Y

#ksburaya_links

[Arip @machinestein]

Our paper on Transformers and Q-learning was presented at #AAAI2021 RL in Games Workshop

Paper is still a work in progress, but maybe someone will already find something interesting and useful here

Paper: https://t.co/fI4ZbsoW2i

[Machine Learning Lab ITMO @itmo_mllab]

Project @sominanalytics by prof. Aleks Farseev from our Lab becomes the official partner of @OpenAI and gets access to the GPT-3😎

#SocialNetworkAnalysis #MachineLearning #DataScience

https://t.co/0jb1QekgFR

[Machine Learning Lab ITMO @itmo_mllab]

Students and scientists of ITMO have created an algorithm predicting vocational interests. The research was presented at the CCRIS 2020. One of the authors is Ivan Smetannikov, our Lab's co-director.

https://t.co/7qCnGLZe1H

#CCRIS2020 #ITMO #MachineLearning #Algorithm

[Machine Learning Lab ITMO @itmo_mllab]

Our guys had a nice time at https://t.co/bFk5HCSf4Z🙂

#opentalksai #opentalks #ai #artificialintelligence #machinelearning #deeplearning

[Machine Learning Lab ITMO @itmo_mllab]

This is a good article about our collaboration with @vkontakte. Article in Russian.

[Anton Klochkov @Toshiksvg]

Весьма недурное чтиво от @vkontakte и @itmo_mllab об использовании активного обучения для разметки данных 😎

https://t.co/101g3smfPn

[Machine Learning Lab ITMO @itmo_mllab]

How do human behavior and social media profiles change? What can AI tell about us through our social media profiles? The Head of our Lab, Andrey Filchenkov, answers these and other questions in an https://t.co/3WTXYkjb3I article.

#AI #MachineLearning

https://t.co/wVKv9HQEJ3

[Machine Learning Lab ITMO @itmo_mllab]

Congratulations to our research fellow! 👍

[Arip @machinestein]

Wasserstein-2 Generative Networks was accepted to #ICLR2021

Paper:https://t.co/ovV9A1AtXd

It was a great experience for me to be a part of this work and start my journey in Optimal Transport!

[Machine Learning Lab ITMO @itmo_mllab]

⚡ This is the rubric "Links from Ksyusha" ⚡

Here's a link to an excellent collection of articles on AI creativity from the Machine Learning for Creativity and Design Workshop held as part of NeurIPS 2020: https://t.co/ijlJ2aJcpU

#ksburaya_links #MachineLearning

[Machine Learning Lab ITMO @itmo_mllab]

The startup “Specvideoanalytika” by our Lab staff members has become a Skolkovo resident.

In this article, the project’s founders speak about their first clients in Moscow, difficulties, achievements, and the path towards self-sufficiency.

https://t.co/7tSU4Bs6R9

[Machine Learning Lab ITMO @itmo_mllab]

In the coming 2021, may all required data be given to you, your decision trees grow strong and elegant, and your machines learn diligently. Happy New Year! 🎄❄️

#HappyNewYear #MachineLearning

[Machine Learning Lab ITMO @itmo_mllab]

⚡️Links from Ksyusha⚡️

@_zanadta is our Lab’s freelance researcher. She works on VK and loves to read the Internet. Ksyusha will share the most interesting links about ML with us.

Behold, here is the first link!
https://t.co/kP05UEnqa3

#ksburaya_links #MachineLearning

[Machine Learning Lab ITMO @itmo_mllab]

Congratulations to Alexey Zabashta on his successful defense! 🔥

Here is the link to Alexey’s PhD thesis:
https://t.co/HKhZQ9HTSl

In the photo: on the left — Alexey, on the right — his supervisor and Head of our Lab, Andrey Filchenkov.

#computerscience #machinelearning

[Machine Learning Lab ITMO @itmo_mllab]

We're launching open online seminars!
The seminars will discuss various topics in the ML context.

Follow the updates in the Lab's Telegram channel: https://t.co/uVXXFHYaW6

#machinelearning #onlinelearning #ITMO

[Machine Learning Lab ITMO @itmo_mllab]

Nice to see that Lab's developments are beneficial for the @spbifmo_en and students💙

To know about how Learning Analytics is helping ITMO students design their educational tracks, read the interview with Sviatoslav Oreshin:
https://t.co/lo5Py1pfob

#ITMO #MachineLearning

[Machine Learning Lab ITMO @itmo_mllab]

Our guys published it!

[arXiv Daily @Arxiv_Daily]

Stabilizing Transformer-Based Action Sequence Generation For Q-Learning
https://t.co/0g6PSwnrcX
by Gideon Stein et al. including @postmachines
#ReinforcementLearning #NaturalLanguageProcessing

[Machine Learning Lab ITMO @itmo_mllab]

Link to full article "Conditioning of Reinforcement Learning Agents and its Policy Regularization Application":
https://t.co/sA9pt8guRn

[Machine Learning Lab ITMO @itmo_mllab]

Watch the video of @postmachines's performance at ICML 2020!

👉 Conditioning of Reinforcement Learning Agents and its Policy Regularization Application: https://t.co/pxEK8B5h08

#ICML2020 #MachineLearning #ReinforcementLearning