Warsaw / Luxembourg, November 12th 2024 – At Omphalos Fund, we pride ourselves on staying at the forefront of machine learning advancements, which is why our participation in this year’s “ML in PL” Conference was particularly significant. ML in PL, regarded as Poland’s premier machine learning conference, attracts top minds from academia and industry, creating a vibrant environment for collaboration and innovation.
This year’s event featured distinguished speakers from Google DeepMind, Microsoft Research, and the University of Oxford, covering a wide range of topics from Bayesian Meta Analyses and Goal-Conditioned Reinforcement Learning to cutting-edge approaches in Drug Design. The conference served as an exceptional platform for attendees to gain insights into the latest research trends and practical applications of machine learning.
Our Chief Research Officer represented Omphalos Fund with the presentation of a poster titled “Bayesian Ensemble Learning for Robust Time Series Forecasting.” This work highlights our commitment to pushing the boundaries of financial forecasting. By leveraging Bayesian ensemble techniques, our research aims to enhance robustness and accuracy in time series forecasting—a crucial element for maintaining competitive performance in the fast-evolving financial sector.
Time series forecasting (TSF), particularly in financial markets, is rife with complexity. Factors such as high volatility and noise make predictive accuracy challenging. Our approach focuses on synthesizing multiple forecasting models to create a resilient, data-driven ensemble that adapts dynamically to market changes. This Bayesian framework ensures that our forecasting model integrates uncertainty effectively, allowing for more informed decision-making.
Engagements like “ML in PL” not only solidify our commitment to cutting-edge research but also strengthen our collaboration with leading thinkers in the field. We believe that showcasing our work at such prestigious venues contributes to the broader conversation on how AI and machine learning can revolutionize asset management and beyond.
We are grateful for the opportunity to contribute to this inspiring conference and look forward to applying the insights gained to further enhance our strategies at Omphalos.
Stay tuned for more updates on our research initiatives and industry engagements. To learn more about our approach and how it differentiates Omphalos in the asset management landscape, check out our ‘Behind the Cloud’ series on our BLOG or on LINKEDIN.
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