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Svitlana Vyetrenko

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Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark

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Apr 25, 2024
Elizabeth Fons, Rachneet Kaur, Soham Palande, Zhen Zeng, Svitlana Vyetrenko, Tucker Balch

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LLM-driven Imitation of Subrational Behavior : Illusion or Reality?

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Feb 13, 2024
Andrea Coletta, Kshama Dwarakanath, Penghang Liu, Svitlana Vyetrenko, Tucker Balch

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Synthetic Data Applications in Finance

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Dec 29, 2023
Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta, Niccolò Dalmasso, Yousef El-Laham, Elizabeth Fons, Mohsen Ghassemi, Sriram Gopalakrishnan, Vikesh Gosai, Eleonora Kreačić, Ganapathy Mani, Saheed Obitayo, Deepak Paramanand, Natraj Raman, Mikhail Solonin, Srijan Sood, Svitlana Vyetrenko, Haibei Zhu, Manuela Veloso, Tucker Balch

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Neural Stochastic Differential Equations with Change Points: A Generative Adversarial Approach

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Dec 20, 2023
Zhongchang Sun, Yousef El-Laham, Svitlana Vyetrenko

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Augment on Manifold: Mixup Regularization with UMAP

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Dec 20, 2023
Yousef El-Laham, Elizabeth Fons, Dillon Daudert, Svitlana Vyetrenko

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Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections

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Sep 28, 2023
Tom Bamford, Andrea Coletta, Elizabeth Fons, Sriram Gopalakrishnan, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso

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ATMS: Algorithmic Trading-Guided Market Simulation

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Sep 04, 2023
Song Wei, Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

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On the Constrained Time-Series Generation Problem

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Jul 04, 2023
Andrea Coletta, Sriram Gopalakrishan, Daniel Borrajo, Svitlana Vyetrenko

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MADS: Modulated Auto-Decoding SIREN for time series imputation

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Jul 03, 2023
Tom Bamford, Elizabeth Fons, Yousef El-Laham, Svitlana Vyetrenko

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Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness

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Jun 22, 2023
Andrea Coletta, Joseph Jerome, Rahul Savani, Svitlana Vyetrenko

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