Abstract: This article presents a prediction-correction proximal method (PCPM) for the general nonsmooth convex optimization problem with linear equality and inequality constraints. The proposed ...

This Python library implements homotopy-based optimization methods designed to solve convex optimization problems, with a particular focus on semidefinite programs, hyperbolic programs, and convex ...

Abstract: While reinforcement learning (RL) attracts increasing research attention, maximizing the return while keeping the agent safe at the same time remains an open problem. Motivated to address ...

Download the 2026 PECOTA Percentiles spreadsheet (Super-premium membership required. Premium members will be able to download the spreadsheet starting February 10 ...

The GATE syllabus for Mathematics (MA) 2026 consists the questions from topics like Calculus, Linear Algebra, Real Analysis, Complex Analysis, Differential Equations, Algebra, Functional Analysis, etc ...

This repository serves as a comprehensive guide for students preparing for the GATE Data Science (DA) examination. You can access notes for each subject, revise core concepts, and practice problems ...