Publications (10)
Robustness and Enhancement of Neural Synchronization by Activity-Dependent Coupling
Valentin P. Zhigulin, Mikhail I. Rabinovich, Ramon Huerta +1
We study the synchronization of two model neurons coupled through a synapse having an activity-dependent strength. Our synapse follows the rules of Spike-Timing Dependent Plasticit…
Task allocation and site fidelity jointly influence foraging regulation in honey bee colonies
Thiago Mosqueiro, Chelsea Cook, Ramon Huerta +3
Variation in behavior among group members often impacts collective outcomes. Individuals may vary both in the task that they perform and in the persistence with which they perform…
A housing-demographic multi-layered nonlinear model to test regulation strategies
Ramon Huerta, Fernando Corbacho, Luis F. Lago-Fernandez
We propose a novel multi-layered nonlinear model that is able to capture and predict the housing-demographic dynamics of the real-state market by simulating the transitions of owne…
Online Decorrelation of Humidity and Temperature in Chemical Sensors for Continuous Monitoring
Ramon Huerta, Thiago S. Mosqueiro, Jordi Fonollosa +2
A method for online decorrelation of chemical sensor signals from the effects of environmental humidity and temperature variations is proposed. The goal is to improve the accuracy…
UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models
Yijiang River Dong, Hongzhou Lin, Mikhail Belkin +2
Mitigating the retention of sensitive or private information in large language models is essential for enhancing privacy and safety. Existing unlearning methods, like Gradient Asce…
Hedonic Prices and Quality Adjusted Price Indices Powered by AI
Patrick Bajari, Zhihao Cen, Victor Chernozhukov +8
We develop empirical models that efficiently process large amounts of unstructured product data (text, images, prices, quantities) to produce accurate hedonic price estimates and d…