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QFRG and DSLab – monthly meetings

QFRG&DSLab

The joint project of Quantitative Finance Research Group and Data Science Lab open seminars has been started in 2019/2020 academic year and was thought of as the place for discussion of the newest research ideas coming from the latest scientific articles. We focus on research from the area of data science, quantitative finance, financial econometrics, machine learning, and risk management.

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The schedule of the forthcoming meetings is as follows:
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    • 2023-03-06, Monday, 6.30pm-8.00pm, 32nd research seminar,

      title: “On Randomization of Affine Diffusion Processes with Application to Pricing of Options on VIX and S&P 500“
      authors: Lech A. Grzelak
      additional info: poster
      working paper: working paper
      presentation: presentation
      the recording of the presentation: will be added soon

    • 2023-02-27, Monday, 5.00pm-6.30pm, 31st research seminar,

      title: “Deep learning–based automated measurements of the scrotal circumference of Norwegian Red bulls from 3D images“
      authors: Joanna Bremer, Michał Maj
      additional info: poster
      published paper: will be added soon
      presentation: will be added soon
      the recording of the presentation: will be added soon

    • 2023-02-06, Monday, 6.30pm-8.00pm, 30th research seminar,

      title: “The Properties of Alpha Risk Parity Portfolios“
      authors: Jérôme Gava, Julien Turc
      additional info: poster
      published paper: published paper
      presentation: will be added soon
      the recording of the presentation: will be added soon

    • 2023-01-23, Monday, 3.00pm-6.00pm, 29th research seminar,
      additional info: poster
      3.00pm
      title: “Crypto volatility forecasting: ML vs GARCH“
      authors: Prof. Dr. Wolfgang Härdle
      the recording of the presentation: recording
      4:15pm-4:30pm
      coffee break
      4:30pm
      title: “Cross-exchange Crypto Risk: A High-frequency Dynamic Network Perspective“
      authors: Yifu Wang
      the recording of the presentation: recording
      5:10pm
      title: “Quantinar – The 2P2 Platform for Knowledge Sharing“
      authors: Raul Bag
      the recording of the presentation: recording

    • 2023-01-16, Monday, 6.30pm-8.00pm, 28th research seminar,

      title: “Performance and Flow of SRI Mutual Funds and Investors Sophistication“
      authors: Olga Klinkowska, Yuan Zhao
      additional info: poster
      working paper: working paper
      presentation: will be added soon
      the recording of the presentation: recording

    • 2022-12-19, Monday, 5.00pm-6.30pm, 27th research seminar,

      title: “Absorption capacity of regions in terms of supporting entrepreneurship under the EU
      Cohesion Policy. New evidence“
      authors: Marcin Wajda, Piotr Wójcik
      additional info: poster
      working paper: will be added soon
      presentation: will be added soon
      the recording of the presentation: will be added soon

    • 2022-12-05, Monday, 6.30pm-8.00pm, 26th research seminar,

      title: “Daily and intraday application of various architectures of the LSTM model in algorithmic investment strategies on Bitcoin and the S&P 500 Index “
      authors: Katarzyna Kryńska, Robert Ślepaczuk
      additional info: poster
      working paper: working paper
      presentation: presentation
      the recording of the presentation: recording

    • 2022-11-21, Monday, 5.00pm-6.30pm, 25th research seminar,

      title: “Is attention all you need for intraday Forex trading?“
      authors: Przemysław Grądzki, Piotr Wójcik
      additional info: poster
      working paper: will be added soon
      presentation: presentation
      the recording of the presentation: recording

    • 2022-11-07, Monday, 6.30pm-8.00pm, 24th research seminar,

      title: “A comparison of LSTM and GRU architectures with novel walk-forward approach to algorithmic investment strategy“
      authors: Illia Baranochnikov, Robert Ślepaczuk
      additional info: poster
      working paper: working paper
      presentation: presentation
      the recording of the presentation: recording

    • 2022-10-24, Monday, 5.00pm-6.30pm, 23rd research seminar,

      title: “What makes Punks worthy? Valuation of Non-Fungible Tokens based on the CryptoPunks collectio“
      authors: Ewelina Plachimowicz, Piotr Wójcik
      additional info: poster
      working paper: will be added soon
      presentation: will be added soon
      the recording of the presentation: recording

    • 2022-10-10, Monday, 6.30pm-8.00pm,

      title: “Investment Portfolio Optimization Based on Modern Portfolio Theory and Deep Learning Models“
      authors: Maciej Wysocki, Paweł Sakowski
      additional info: poster
      working paper: working paper
      presentation: presentation
      the recording of the presentation: recording

    • 2022-06-20, Monday, 5.00pm-6.00pm,

      title: “Satellite imaginary for social data science“
      authors: Xaquín S. Perez-Sindin, Piotr Wójcik
      additional info: poster

    • 2022-05-09, Monday, 5.00pm-6.00pm,

      title: “The modeling of earnings per share of Polish companies for post-financial crisis period using random walk and ARIMA models“
      authors: Wojciech Kuryłek
      additional info: poster
      working paper: will be added soon
      presentation: presentation
      the recording of the presentation: will be added soon

    • 2022-04-11, Monday, 5.00pm-6.00pm,

      title: “Application of Machine Learning in Algorithmic Investment Strategies on Global Stock
      markets      “
      authors: Jan Grudniewicz, Robert Ślepaczuk
      additional info: poster
      working paper: working paper
      presentation: presentation
      the recording of the presentation: recording

    • 2022-03-21, Monday, 5.00pm-6.00pm,

      title: “LSTM in Algorithmic Investment Strategies on BTC and S&P500 index“
      authors: Jakub Michańków, Paweł Sakowski, Robert Ślepaczuk
      additional info: poster
      final publication: paper
      presentation: presentation
      the recording of the presentation: recording

    • 2022-02-28, Monday, 5.00pm-6.00pm,

      title: “Textual Content and Academic Selectivness. A Case of Economic Journals“
      authors: Paweł Baranowski, Szymon Wójcik
      additional info: poster
      working paper: will be added soon
      presentation: presentation
      the recording of the presentation: recording

    • 2022-01-17, Monday, 3.00pm-4.30pm,

      title: “Forecasting of the Day-Ahead Energy Prices“
      authors: Maciej Przybyła, Piotr Wójcik
      additional info: poster
      working paper: will be added soon
      presentation: presentation
      the recording of the presentation: recording

    • 2021-12-13, Monday, 3.00pm-4.30pm,

      title: “Effective Local Volatility Model – with Application to Pricing American Basket Options“
      authors: Juliusz Jabłecki
      additional info: poster
      working paper: will be added soon
      presentation: presentation
      the recording of the presentation: recording

    • 2021-11-22, Monday, 4.45pm-6.30pm,
      title: “Analysis of the Effectiveness of the Polish Judicial System Using Topic Modelling Tools“
      authors: Maciej Świtała (PhD student at WNE UW)
      additional info: poster
      working paper: will be added soon
      presentation: presentation
      the recording of the presentation: recording
    • 2021-05-17, Monday, 5.00pm-6.30pm,
      title: “Identification of Scams in Initial Coin Offerings with Machine Learning“
      authors: Bedil Karimov and Piotr Wójcik
      additional info: poster 
      working paper: will be added soon
      presentation: will be added soon
      the recording of the presentation is available here: will be added soon
    • 2021-04-19, Monday, 5.00pm-6.30pm,
      title: “XAI Tools as a Part of the Best Practices in Model Selection for Business Decision Modelling. Example of marketing campaign success forecasting“
      authors: Marcin Chlebus
      additional info: poster 
      working paper: will be added soon
      presentation: will be added soon
      the recording of the presentation is available here: will be added soon
    • 2021-03-22, Monday, 5.00pm-6.30pm,
      title: “The impact of the content of Federal Open Market Committee post-meeting statements on financial markets – text mining approach“
      authors: Ewelina Osowska, Piotr Wójcik
      additional info: poster 
      working paper: https://www.wne.uw.edu.pl/files/7216/0210/4545/WNE_WP339.pdf
      presentation: will be added soon
      the recording of the presentation is available here: recording
    • 2020-01-21, Monday, 4.45pm-5.45pm,
      title: ” We Just Explained the Factors of Growth with Machine Learning!“
      authors: Piotr Wójcik, Bartłomiej Wieczorek
      additional info: poster
      where: Faculty of Economic Sciences, University of Warsaw, Warsaw, ul. Długa 44/50
      room: B002
      working paper: https://www.wne.uw.edu.pl/files/5216/0322/9893/WNE_WP344.pdf
    • 2019-11-19, Monday, 4.45pm-5.45pm,
      title: “Predicting well-being based on features visible from space – the case of Warsaw!”
      authors: Piotr Wójcik, Krystian Andruszek
      additional info: poster
      where: Faculty of Economic Sciences, University of Warsaw, Warsaw, ul. Długa 44/50
      room: B002
      working paper: https://www.wne.uw.edu.pl/files/1416/0322/8088/WNE_WP343.pdf
    • 2019-10-15, Monday, 4.45pm-5.45pm,
      title: “Diversification with cryptocurrencies? OMG, really?! “
      authors: Paweł Sakowski, Przemysław Ryś
      additional info: poster
      where: Faculty of Economic Sciences, University of Warsaw, Warsaw, ul. Długa 44/50
      room: B002

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