Fall into ML 2024
HSE University held the Fall into ML Conference aimed at students, graduate students and researchers in artificial intelligence. The event was similar to an A* level Conference, which program includes tutorial, panel discussions, workshops on the promising areas of artificial intelligence, series of selected talks and a poster session.
Topics of interest include (but are not limited to): general machine learning, deep learning, reinforcement learning, ML applications (industry, natural sciences, healthcare, neuroscience, social good, climate science, etc.), language models, computer vision, trustworthy machine learning, optimization (convex and non-convex optimization, matrix/tensor methods, etc.), robotics and autonomous vehicles.
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Conference contents:
Tutorial 
Panel Discussions (RUS)
🗹 Human resources decide everything: nurturing talented artificial intelligence researchers
🗹 Women in AI
Workshops (RUS/ENG)
Genetic computer, or AI in bioinformatics | |
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HSE University, AI and Digital Science Institute, International Laboratory of Bioinformatics |
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HSE University, Institute for Statistical Studies and Economics of Knowledge, Centre for Strategic Analysis and Big Data
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HSE University, Institute for Statistical Studies and Economics of Knowledge, Centre for Strategic Analysis and Big Data |
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Marina Zavertiaeva
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Pavel Travkin
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Key talks (RUS/ENG)
Estimating Barycenters of Distributions with Neural Optimal Transport
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
Vladimir Malinovskii, Denis Mazur, Ivan Ilin, Denis Kuznedelev, Konstantin Burlachenko, Kai Yi, Dan Alistarh, Peter Richtarik
Towards Robust Full Low-bit Quantization of Super Resolution Networks
Denis Makhov, Irina Zhelavskaya, Ruslan Ostapets, Dehua Song, Kirill Solodskikh
In-Context Reinforcement Learning for Variable Action Spaces
Viacheslav Sinii, Alexander Nikulin, Vladislav Kurenkov, Ilya Zisman, Sergey Kolesnikov
Poster Session (RUS/ENG)
Yaroslav Aksenov
T-Bank, HSE University
Anton Antonov
AIRI
Anastasia Antsiferova
MSU Institute for Artificial Intelligence, ISP RAS
Aibek Alanov
HSE University, AIRI
Ammar Ali
MTS AI, ITMO University
Anton Andreychuk
AIRI
Arip Asadulaev
AIRI, MIPT
Dmitry Baranchuk
Yandex Research
Julia Belikova
Sber AI Lab, MIPT
Denis Bobkov
AIRI, HSE University
Aidar Bulatov
AIRI, MIPT
Ivan Butakov
Skoltech
Fedor Buzaev
HSE University
Alla Chepurova
MIPT
Ivan Dubrovsky
ITMO University
Pavel Efimov
ITMO University
Alexey Frolov
Skoltech
Alexander Gasnikov
Innopolis, MIPT, ISP RAS
Milena Gazdieva
Skoltech
Egor Gladin
Humboldt University of Berlin, HSE University
Ekaterina Grishina
HSE University
Nina Gubina
ITMO University
Danil Gusak
HSE University, Skoltech
Nikita Gushchin
Skoltech
Dmitry Ilvovsky
HSE University
Alexandra Ivanova
AIRI, HSE University
Sergei Kholkin
Skoltech
Kuzma Khrabrov
AIRI
Alexander Kolesov
Skoltech
Maxim Kolodiazhnyi
AIRI
Nikita Kornilov
MIPT, Skoltech
Alexander Korotin
Skoltech, AIRI
Andrei Krasnov
MIPT
Denis Kuznedelev
Skoltech, Yandex
Mikhail Kuznetsov
AIRI, HSE University
Nikita Kurdiukov
Skoltech
Ilya Levin
HSE University
Aleksandr Lobanov
MIPT, Skoltech, ISP RAS
Denis Makhov
Samsung AI Center
Tatyana Matveeva
HSE University
Gleb Mezentsev
Skoltech, AIRI
Petr Mokrov
Skoltech
Nikita Morozov
HSE University
Andrey Moskalenko
AIRI, Lomonosov MSU
Mikhail Mozikov
AIRI
Maxim Nikolaev
AIRI
Mikhail Pautov
AIRI, Skoltech
Ivan Peshekhonov
HSE University
Sergey Pletenev
HSE University, Skoltech, AIRI
Nikita Puchkin
HSE University
Denis Rakitin
HSE University
Tigran Ramazyan
HSE University
Ivan Rubachev
Yandex, HSE University
Andrey Savchenko
Sber AI Lab, HSE University
Sergey Samsonov
HSE University
Maksim Savkin
MIPT
Nikita Savvin
HSE University
Daniil Selikhanovych
Skoltech
Ilya Shenbin
PDMI RAS
Ekaterina Shumitskaya
ISP RAS, MSU AI Institute, Lomonosov MSU
Viacheslav Sinii
T-Bank
Aleksey Staroverov
AIRI
Ivan Sviridov
Sber AI Lab
Ruslan Svirschevski
Yandex, HSE University
Evgeniia Surikova
HSE University
Alexander Tolmachev
Skoltech, MIPT
Ilya Trofimov
Skoltech
Artem Tsypin
AIRI
Elena Tutubalina
AIRI, HSE University
Igor Udovichenko
Skoltech
Fedor Velikonivtsev
HSE University, Yandex Research
Anna Volodkevich
Sber AI Lab
Vitaliy Vorobyov
MIPT, FRC CSC RAS
Daria Voronkova
Skoltech, AIRI
Konstantin Yakovlev
HSE University
Nikolay Yudin
HSE University
Alexey Zaytsev
Skoltech
Magauiya Zhussip
MTS AI