statistics
The dependence of the amino acid backbone conformation on the translated synonymous codon is not statistically significant
The correlation between synonymous codon usage and secondary structure in translated proteins has been widely demonstrated. This usage plays a capital role in tuning translational rates and protein fo ...
PNAS, Volume 122, No 24, 2025
statistics
On Restless Linear Bandits
A more general formulation of the linear bandit problem is considered to allow for dependencies over time. Specifically, it is assumed that there exists an unknown Rd -valued stationary φ -mixing seq ...
IEEE Transactions on Information Theory ( Volume: 71, Issue: 4, April 2025), 2025
economics
Dissecting Child Penalties
The authors relate mothers’ children-related labor earnings losses, referred to here as child penalties, to their location in the distribution of potential hourly wages. Using French administrative ...
ILR Review, 2025
economics
Unraveling climate targets across the Paris conurbation as a gauge of city ambitions
Urban areas are crucial for emission mitigation, yet achieving reduction targets remains challenging. This paper analyzes CO2 mitigation measures in the Paris metropolitan area, providing a unique, co ...
Urban Sustainability, 2025
economics
Weather Effects in Energy Seasonal Adjustment: An Application to France Energy Consumption
This paper addresses the challenge of adjusting energy consumption data for weather variations by introducing a novel General Weather Indicator (GWI). The GWI combines multiple weather variables, incl ...
The Energy Journal, 2025
statistics
Transfer Neyman-Pearson Algorithm for Outlier Detection
We consider the problem of transfer learning in outlier detection where target abnormal data is rare. While transfer learning has been considered extensively in traditional classification, the problem ...
Proceedings of The 28th International Conference on Artificial Intelligence and Statistics, PMLR 258:4717-4725, 2025
economics
Do You Care About Your Positions? Users Under Liquidation Risk in Decentralized Lending Protocol
Lending protocols have transformed the Decentralized Finance (DeFi) ecosystem, driving innovation while also introducing new risks. This study develops a machine learning framework to predict user beh ...
IEEE International Conference on Blockchain and Cryptocurrency, IEEE ComSoc, Jun 2025, Pisa, Italy, 2025
economics
DeFi-Vis: Visual Analytics for Exploring Decentralized Finance Trading Activities
DeFi-Vis is an innovative visual analytics tool that enhances user interaction with blockchain data for advanced insights into trading strategies, portfolio management, and decentralized finance (DeFi ...
2025 IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2025), Jun 2025, Pise, Italy., 2025
statistics
Gradient-free stochastic optimization for additive models
We address the problem of zero-order optimization from noisy observations for an objective function satisfying the Polyak-Łojasiewicz or the strong convexity condition. Additionally, we assume that t ...
Arxiv, Cornell University, 2025
statistics
Modelling Pathwise Uncertainty of Stochastic Differential Equations Samplers via Probabilistic Numerics
Probabilistic ordinary differential equation (ODE) solvers have been introduced over the past decade as uncertainty-aware numerical integrators. They typically proceed by assuming a functional prior t ...
Bayesian Anal. Advance Publication 1-24, 2025