149 citations
- JPMorgan Chase & Co (United States)US3 papers
- Morgan Stanley (United Kingdom)GB3 papers
- Boston UniversityUS2 papers
- University of MichiganUS2 papers
- Arthur Ashe Learning CenterUS1 paper
- Athinoula A. Martinos Center for Biomedical ImagingUS1 paper
- Budapest InstituteHU1 paper
- Budapest University of Technology and EconomicsHU1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Collegium BudapestHU1 paper
- Columbia UniversityUS1 paper
- Emory UniversityUS1 paper
5 papers · 1 filter
Seq2Synth: Benchmarking Temporal Fidelity in Synthetic Sequential Tabular Data
Kiwan Kwon, Kangmin Kim, Hojin Lee +5
Synthetic sequential tabular data are increasingly used for privacy-preserving data sharing and research, yet conventional tabular metrics often overlook temporal structure. Existi…
AI in Investment Analysis: LLMs for Equity Stock Ratings
Kassiani Papasotiriou, Srijan Sood, Shayleen Reynolds +1
Investment Analysis is a cornerstone of the Financial Services industry. The rapid integration of advanced machine learning techniques, particularly Large Language Models (LLMs), o…
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness
Zachary McBride Lazri, Ivan Brugere, Xin Tian +4
Increases in the deployment of machine learning algorithms for applications that deal with sensitive data have brought attention to the issue of fairness in machine learning. Many…
StyleTime: Style Transfer for Synthetic Time Series Generation
Yousef El-Laham, Svitlana Vyetrenko
Neural style transfer is a powerful computer vision technique that can incorporate the artistic "style" of one image to the "content" of another. The underlying theory behind the a…
Model-Based Counterfactual Synthesizer for Interpretation
Fan Yang, Sahan Suresh Alva, Jiahao Chen +1
Counterfactuals, serving as one of the emerging type of model interpretations, have recently received attention from both researchers and practitioners. Counterfactual explanations…