Abstract: Modern natural language processing (NLP) models exhibit extreme sensitivity toward text adversarial examples, while their opposite insensitivity to text rubbish examples is greatly ...
Abstract: In this study, we present an initial experimental design for Bayesian optimization (BO) applied to the semiconductor process development. For efficient BO, it can be effective to draw ...
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Spintronic hardware unlocks faster, lower-energy optimization, outpacing tested quantum annealers
Solving complex optimization problems is central to many modern technologies, from logistics and financial modeling to chip ...
Better simulations of raindrop formation could help improve climate and weather models. This newsletter rocks. Get the most ...
This is the official repo for Regularized Langevin Dynamics for Combinatorial Optimization, ICML 2025. In this repo, we implement two combinatorial optimization solvers based on the proposed ...
Significant progress has been made in building generalist robot manipulation policies, yet their scalable and reproducible evaluation remains challenging, as real-world evaluation is operationally ...
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