2 pm to 5:45 pm; Conference Room: 116. Whova link
All Times in Central European Summer Time
2 pm - 2:10 pm: Opening Remarks
2:10 pm - 2:35 pm: Invited Talk 1 Kamalika Das; Principal AI Research Scientist @Intuit. Title: How Generative Ai Research is Helping to Build AI-Native Customer Experience at Intuit
2:35 pm - 3:00 pm: Invited Talk 2 Daniel Borrajo; AI Research Director @JP Morgan AI Research. Title: Data, Synthetic Data and Knowledge [Slides]
3:00 pm - 3:25 pm: Invited Talk 3 Nino Antulov-Fantulin; Head of Research @Aisot Technologies AG + Senior Researcher @ETH Zurich (COSS Group). Title: Deep Forecasting for Sequential Data with LSTMs, Transformers and GNNs [Slides]
3:25 pm - 3:50 pm: Invited Talk 4 Andreu Mora; SVP Eng at Adyen. Title: Training, Tuning and Deploying ML, GNNs and LLMs to efficiently fight crime and run ops for billions of events [Slides]
3:50 pm - 4:00 pm: BREAK
4:00 pm - 4:14 pm: Paper 1 "The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset". Muhua Xu (MIT), Claudio Bellei (Elliptic), Ross Phillips (Elliptic), Tom Robinson (Elliptic), Mark Weber (MIT Media Lab), Tim Kaler (MIT CSAIL), Charles E. Leiserson (MIT CSAIL), Arvind Arvind (MIT), Jie Chen (IBM Research)
4:14 pm - 4:28pm: Paper 2 "HLOB - Information Persistence and Structure in Limit Order Books". Antonio Briola (University College London), Silvia Bartolucci (University College London), Tomaso Aste (Univesity College London)
4:28 pm - 4:42pm: Paper 3 "Corporate Credit Rating Prediction using Multi-modal Temporal Neural Networks". Magnús Morthens (Reykjavík University), Mahsa Tavakoli (Western University), Cristian Bravo (University of Western Ontario), María Óskarsdóttir (Reykjavík University)
4:42 pm - 4:56 pm: Paper 4 "Sourcing Investment Targets for Venture and Growth Capital Using Multivariate Time Series Transformer". Lele Cao (Tsinghua University), Gustaf Halvardsson (EQT Group), Andrew McCornack (EQT Partners), Vilhelm von Ehrenheim (EQT), Pawel Herman (KTH Royal Institute of Technology)
4:56 pm - 5:10 pm: Paper 5 "Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data". Soroush Omranpour (Mila), Guillaume Rabusseau (Mila), Reihaneh Rabbany (Mila). [Pre-recorded]
5:10 pm - 5:24 pm: Paper 6 "Approaching the Legal Frontier: A Framework for Developing Legally Aligned Machine Learning Models in Finance" Mathias Hanson (Vrije Universiteit Brussel)
5:24 pm - 5:38 pm: Paper 7 "FuNVol: A Multi-Asset Market Simulator using Functional Principal Components and Neural SDEs". Vedant Choudhary (University of Toronto), Sebastian Jaimungal (University of Toronto), Maxime Bergeron (Riskfuel). [Pre-recorded]
5:38 pm - 5:45 pm: Closing Remarks