Quadratic Programming Courses and Certifications

Association for Computing Machinery (ACM)

An Improved Approximation Algorithm for ATSP

Explore an advanced approximation algorithm for the Asymmetric Traveling Salesman Problem, covering linear programming relaxation, reductions, and recursive techniques to improve solution quality.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Masterclass for Optimisation - Professor Coralia Cartis, University of Oxford

Explore advanced optimization techniques for large-scale problems with Professor Coralia Cartis. Learn about algorithm development, analysis, and implementation for various problem classes in numerical optimization.

• YouTube
• 1 hour 53 minutes
• Self-Paced
• Free Video

Applied Algebraic Topology Network

Data Analysis with Merge Trees

Explore merge trees as topological summaries in data analysis, including their advantages over persistence diagrams, computational challenges, and applications in functional data and medical imaging.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

USENIX

Modular Switch Programming Under Resource Constraints

Elastic data structures for optimal resource utilization in programmable networks. P4All extends P4, enabling modular switch programming and efficient resource allocation across various network applications.

• YouTube
• 14 minutes
• Self-Paced
• Conference Talk

Hausdorff Center for Mathematics

Daniel Dadush- Integer Programming and the Kannan-Lovasz Conjecture

Explore advanced integer programming techniques, lattice theory, and the Kannan-Lovasz conjecture in this high-level overview of solving n-variable integer programs efficiently, with insights into recent progress and key concepts.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Gomory Mixed Integer Cuts Are Optimal

Explores the theoretical superiority of Gomory mixed-integer cuts in integer programming, demonstrating their optimality in maximizing volume cut-off from the nonnegative orthant in infinite group relaxations.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Joint Mathematics Meetings

Mathematics and the Quest for Vaccine-Induced Herd Immunity Threshold

Explore mathematical models for vaccine-induced herd immunity, analyzing factors like R0, vaccine efficacy, and population heterogeneity to understand COVID-19 implications and future research directions.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

Society for Industrial and Applied Mathematics

Applications of Bernstein's Other Theorem in Geometry and Algebra

Explore applications of Bernstein's Other Theorem in polynomial systems, focusing on non-general yet Bernstein-general cases from various fields, and their optimal solution methods.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Mathematics in Computer Animation - Pixar's Approach

Pixar engineer explores mathematical techniques behind computer-animated effects, including dynamic simulations for clothing, hair, and 3D interactive animation, showcasing real-world applications in film production.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Institute for Mathematical Sciences

Primal-Dual Optimization Methods for Robust Machine Learning

Explore primal-dual optimization techniques for enhancing machine learning robustness, focusing on advanced mathematical approaches to improve model performance and reliability.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Semi-Newton Method in Difference Programming

Explore a novel Newton-type algorithm for nonsmooth optimization problems, focusing on difference programming and its applications in structured optimization and practical problem-solving.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Heaviside Composite Optimization and Complementarity Constraints by Progressive Integer Programming

Explore advanced optimization techniques for Heaviside composite functions and complementarity constraints using the progressive integer programming method.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

EuroPython Conference

From Algorithms to Agendas - A Beginner's Guide to Integer Programming

Discover how Integer Programming optimizes conference scheduling, maximizing attendee satisfaction through efficient talk allocation to time slots and rooms.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

code::dive conference

Cloud Business Solution Increasing Supply Chain Profitability

Optimize supply chain profitability using prescriptive analytics and cloud-based solutions. Learn about data acquisition, processing, visualization, and integration with Microsoft Azure for effective decision-making.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Paul G. Allen School

UW CSE AI Seminar 2016 - Ashish Sabharwal, Beyond Informational Retrieval

Explore semi-structured reasoning for science question answering, moving beyond information retrieval to tackle complex problems using combinatorial optimization and structured inference systems.

• YouTube
• 59 minutes
• Self-Paced
• Free Video