Adaptive and Oblivious Randomized Subspace Methods for High-Dimensional Optimization: Sharp Analysis and Lower Bounds
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2022.3146206
Abstract: We propose novel randomized optimization methods for high-dimensional convex problems based on restrictions of variables to random subspaces. We consider oblivious and data-adaptive subspaces and study their approximation properties via convex duality and Fenchel conjugates.… read more here.
Keywords: optimization; adaptive oblivious; high dimensional; subspace ... See more keywords
Review on In silico Methods, High-throughput Screening Techniques, and Cell Culture Based In Vitro Assays for SARS-CoV-2..
Sign Up to like & getrecommendations! Published in 2022 at "Current medicinal chemistry"
DOI: 10.2174/0929867329666220627121416
Abstract: The COVID-19 outbreak caused by the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) continues to have high incidence and mortality rate globally. To meet the increasingly growing demand for new therapeutic drugs and vaccines, researchers… read more here.
Keywords: review; silico methods; vitro assays; methods high ... See more keywords