Americans spend billions of dollars each year on Amazon purchases for their homes, but a new wave of shoppers are now turning ...

All these factors motivate the authors to propose Bilevel Fractional/Quadratic Green Transportation Problem with uncertain cost and multi-choice supply and demand parameters (BFQGMCTP). The innovation ...

This code supports the LM experiments from the paper: Adaptive Training Distributions with Scalable Online Bilevel Optimization. David Grangier, Pierre Ablin and Awni Hannun. Arxiv 2311.11973, 2023.

Current bias mitigation techniques often result in information loss and inadequate balance between accuracy and fairness. To address this, we propose a novel methodology based on bilevel optimization ...

Bilevel optimization (BO) is useful for solving a variety of important machine learning problems including but not limited to hyperparameter optimization, meta-learning, continual learning, and ...

Persistent Link: https://ieeexplore.ieee.org/servlet/opac?punumber=8860 ...

On Sunday, Nov. 10, the first “official” Floridians departed from Chicago and Miami, ushering in some noteworthy — if not all ...

Homebuyers in Phoenix and two other sunny locales are about to catch a much-needed break in their search for the perfect ...

Among potential surgeries for sleep apnea is UPPP (uvulopalatopharyngoplasty) surgery, which involves removing part of the ...

To tackle these challenges, we develop a bilevel polynomial optimization (Bloom) framework. Bloom not only provides a powerful mathematical modeling framework, underpinned by theoretical support, for ...

Kimball Electronics CEO Ric Phillips offered the move as an example of ways his contract manufacturing organization can keep ...