Using geometry to improve predictions of asset price movements through covariance matrices.
Andrea Bucci, Michele Palma, Chao Zhang
― 7 min read
Cutting edge science explained simply
Using geometry to improve predictions of asset price movements through covariance matrices.
Andrea Bucci, Michele Palma, Chao Zhang
― 7 min read
A clear look at studying extreme events across multiple variables.
Ryan Campbell, Jennifer Wadsworth
― 5 min read
Learn how bootstrapping helps estimate uncertainty in statistics.
Christoph Dalitz, Felix Lögler
― 6 min read
Exploring how random fields model unpredictable systems in nature and finance.
Qiangang "Brandon'' Fu, Liviu I. Nicolaescu
― 5 min read
A new method streamlines how we measure sample quality in statistical analysis.
Narayan Srinivasan, Matthew Sutton, Christopher Drovandi
― 8 min read
Learn how researchers tackle uncertainty in complex systems using optimal control methods.
Rene Henrion, Georg Stadler, Florian Wechsung
― 6 min read
Discover how IGA transforms financial derivative pricing methods.
Rakhymzhan Kazbek, Yogi Erlangga, Yerlan Amanbek
― 6 min read
Discover how new methods are improving predictions in uncertain dynamic environments.
Aoming Liang, Qi Liu, Lei Xu
― 6 min read
Discover how sentiment analysis is transforming financial market predictions.
Abraham Atsiwo
― 6 min read
A fresh method simplifies complex nested integrals for better efficiency.
Arved Bartuska, André Gustavo Carlon, Luis Espath
― 6 min read
Discover how machine learning teaches computers to learn from data.
Koby Bibas
― 5 min read
A new method protects sensitive information while enabling useful data analysis.
Rayne Holland, Seyit Camtepe, Chandra Thapa
― 6 min read
Higher Order Transformers enhance stock movement predictions using diverse data sources.
Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany
― 9 min read
Discover STORM, a novel model combining space and time in stock analysis.
Yilei Zhao, Wentao Zhang, Tingran Yang
― 5 min read
DumpyOS simplifies data series management with speed and accuracy.
Zeyu Wang, Qitong Wang, Peng Wang
― 5 min read
Learn how to manage uncertainty in decision-making through optimal control methods.
Abhishek Chaudhary
― 6 min read
Explore the world of stochastic differential equations and their complex dynamics.
Rhoss Likibi Pellat, Emmanuel Che Fonka, Olivier Menoukeu Pamen
― 5 min read
Learn how reinforcement learning can optimize financial decision-making and strategies.
Lucky Li
― 6 min read
Discover how nonlocal operators impact various fields from medicine to finance.
Lisbeth Carrero, Alexander Quaas, Andres Zuniga
― 7 min read
Learn how randomness affects financial models and predictions.
Yuzhong Cheng, Hiroki Masuda
― 5 min read
Explore the significance of stable distributions in finance, weather, and behavior studies.
Taher Jalal
― 6 min read
PTFA: A new approach for better predictions in complex data.
Miguel C. Herculano, Santiago Montoya-Blandón
― 5 min read
Learn how reinforcement learning can enhance your investment strategies.
Huy Chau, Duy Nguyen, Thai Nguyen
― 6 min read
WaveGNN offers solutions for messy time series data across various sectors.
Arash Hajisafi, Maria Despoina Siampou, Bita Azarijoo
― 7 min read
Discover how quantum techniques simplify challenging calculations in finance and signal processing.
Anish Giri, David Hyde, Kalman Varga
― 6 min read
Learn how liquidity pools and game theory shape decentralized finance.
Juan I. Sequeira, Agustín Muñoz González, Rafael Orive Illera
― 8 min read
Learn how credit spreads impact bond investing and prediction methods.
Yu Shao, Jiawen Bai, Yingze Hou
― 8 min read
New NLP tools enhance ESG reporting in finance.
Qilong Wu, Xiaoneng Xiang, Hejia Huang
― 6 min read
Learn how to track changing systems with a unique algorithm.
András Sasfi, Alberto Padoan, Ivan Markovsky
― 6 min read
Experience lightning-fast and accurate data access with the Intelligent Knowledge Store.
Derrick Quinn, Mohammad Nouri, Neel Patel
― 4 min read
Discover the fascinating world of random matrices and their applications.
Alexey Bufetov, Panagiotis Zografos
― 6 min read
New methods improve accuracy in analyzing random functions across various fields.
Valentin Patilea, Sunny G. W. Wang
― 6 min read
Discover how LLMs are shaping time series data insights.
Francis Tang, Ying Ding
― 6 min read
A new method to simulate square-root processes easily and accurately.
Eduardo Abi Jaber
― 5 min read
Discover how finetuning language models improves financial data analysis and privacy.
Dannong Wang, Daniel Kim, Bo Jin
― 6 min read
Learn how set functions can improve decision-making in everyday life.
Gözde Özcan, Chengzhi Shi, Stratis Ioannidis
― 6 min read
Learn how particle filters are improving tracking in complex environments.
Wenyu Zhang, Mohammad J. Khojasteh, Nikolay A. Atanasov
― 6 min read
Learn how past events shape future occurrences through the Hawkes-diffusion process.
Chiara Amorino, Charlotte Dion-Blanc, Arnaud Gloter
― 7 min read
Learn how pairs trading offers a unique profit strategy without market reliance.
Jirat Suchato, Sean Wiryadi, Danran Chen
― 6 min read
A look into how Fractional Brownian Motion models randomness in various fields.
Konstantin A. Rybakov
― 7 min read