https://openreview.net/forum?id=_9k5kTgyHT
Globally Optimal Training of Neural Networks with Threshold Activation Functions | OpenReview
We show that training problem of regularized deep neural networks with threshold activations can be equivalently formulated as a standard convex optimization...
globally optimaltraining ofneural networksactivation functions
https://deepai.org/publication/globally-optimal-algorithms-for-fixed-budget-best-arm-identification
Globally Optimal Algorithms for Fixed-Budget Best Arm Identification | DeepAI
Jun 9, 2022 - 06/09/22 - We consider the fixed-budget best arm identification problem where the goal is to find the arm of the largest mean with a fixed nu...
best arm identificationglobally optimalalgorithmsfixedbudget
https://www.ndtv.com/health/sub-optimal-diets-responsible-for-4-million-ischaemic-heart-disease-deaths-globally-in-2023-study-11297586
Sub-Optimal Diets Responsible For 4 Million Ischaemic Heart Disease Deaths Globally In 2023: Study
Suboptimal diets caused over four million ischaemic heart disease deaths worldwide in 2023, driven by low intake of whole grains and high sodium.
https://arxiv.org/abs/1904.01645
[1904.01645] Sparse Bounded Degree Sum of Squares Optimization for Certifiably Globally Optimal...
Abstract page for arXiv paper 1904.01645: Sparse Bounded Degree Sum of Squares Optimization for Certifiably Globally Optimal Rotation Averaging
sum of squares optimization
https://arxiv.org/abs/2508.07134
[2508.07134] A Globally Optimal Analytic Solution for Semi-Nonnegative Matrix Factorization with...
Abstract page for arXiv paper 2508.07134: A Globally Optimal Analytic Solution for Semi-Nonnegative Matrix Factorization with Nonnegative or Mixed Inputs
https://pmc.ncbi.nlm.nih.gov/articles/PMC12328228/
Forest edges are globally warmer than interiors and exceed optimal temperatures for vegetation...
Forests not only regulate the global climate by absorbing carbon dioxide but also shape local biophysical conditions by creating microclimates that buffer...