• # topopt_multi

• Referenced in 23 articles [sw25723]
• constrained Allen-Cahn system and regularized projected steepest descent method. A new computational algorithm ... gradient flow of the objective functional by a fractional step projected steepest descent method...
• # Vowpal Wabbit

• Referenced in 12 articles [sw28398]
• build an intrinsically fast learning algorithm. This project is about approach ... available with the baseline being sparse gradient descent (GD) on a loss function (several...
• # EEBoost

• Referenced in 1 article [sw26353]
• standard boosting (or functional gradient descent) technique. We show that EEBoost is closely related ... class of $L_1$ constrained projected likelihood ratio minimizations, and therefore produces similar variable selection...
• # LargeVis

• Referenced in 6 articles [sw34905]
• structure of the data points and then project them into a low-dimensional space with ... effectively optimized through asynchronous stochastic gradient descent with a linear time complexity. The whole procedure...
• # SampleClean

• Referenced in 1 article [sw37881]
• query results. We first describe our initial project on computing statistically bounded estimates ... describe our work on a gradient-descent algorithm that extends the key ideas...