Adaptive Algorithms Courses and Certifications

Paul G. Allen School

Leveraging Adaptive Algorithms' Sensitivity to Change-of-Basis

Discover how adaptive algorithms respond to change-of-basis transformations in this technical workshop presentation by Adela DePavia from University of Chicago.

• YouTube
• 13 minutes
• On-Demand
• Free Video

IEEE

An Adaptive Step Toward the Multiphase Conjecture and Lower Bounds on Nonlinear Networks

Explore adaptive techniques for the Multiphase Conjecture and their implications on nonlinear network lower bounds, advancing theoretical computer science research.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Fields Institute

Practical Adaptive Sorting and Searching

Explore practical adaptive algorithms for sorting and searching, focusing on probabilistic, combinatorial, and asymptotic methods presented at AofA 2025.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Adaptive Quantum Simulation Algorithms - IPAM at UCLA

Explore adaptive quantum simulation algorithms, focusing on variational quantum eigensolvers and their optimization for noisy intermediate-scale quantum processors.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Bayesian Machine Learning in Python: A/B Testing

7954 ratings at Udemy

Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More

• Udemy
• 10 hours 27 minutes
• On-Demand
• Paid Course

Qiskit

Adaptive Quantum Simulation Algorithms - State of the Art and Outlook

Discover adaptive quantum simulation algorithms through ADAPT-VQE, exploring problem-tailored approaches to ansatz construction and pulse-based alternatives for variational quantum algorithms.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Centre for Networked Intelligence, IISc

Adaptive Multi-armed Bandit Algorithms for Markovian and IID Rewards

Explore adaptive multi-armed bandit algorithms and their applications in both Markovian and i.i.d reward scenarios, focusing on regret guarantees and novel algorithmic approaches.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Centre for Networked Intelligence, IISc

BanditSpec - Adaptive Speculative Decoding via Bandit Algorithms

Discover how bandit algorithms optimize speculative decoding for faster LLM inference without training, using adaptive hyperparameter selection to accelerate text generation.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Polynomial Approximation of Random PDEs by Discrete Least Squares with Observations

Polynomial approximation of random PDEs using discrete least squares with random point observations. Explores stability, error bounds, and optimal index set selection for metamodel construction in high-dimensional parameter spaces.

• YouTube
• 57 minutes
• On-Demand
• Free Video

NDC Conferences

Complex Systems Design in Nature

Explore nature's solutions to complex systems design, including architecture, communication, security, and adaptive algorithms, drawing parallels with modern technology challenges.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Effects of an Adaptive Modality Selection Algorithm for Navigation Systems

Explores an adaptive algorithm for selecting navigation modalities, considering task benefits, switching costs, and habituation. Improves user performance during multitasking scenarios.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

Simons Institute

Dynamic Matching - Rounding & Sparsification and New Tools

Explore dynamic matching algorithms, focusing on rounding and sparsification techniques. Learn about new algorithmic primitives for fast static algorithms and their applications in dynamic graph theory.

• YouTube
• 49 minutes
• On-Demand
• Free Video

IEEE

Finding Monotone Patterns in Sublinear Time

Explore efficient algorithms for detecting monotone patterns in large datasets, focusing on sublinear time complexity and adaptive techniques for various pattern types.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

BIMSA

Global Convergence in Stochastic Optimization - ICBS 2024

Explore stochastic optimization algorithms with adaptive variance for non-convex functions, featuring provable convergence rates and numerical examples.

• YouTube
• 59 minutes
• On-Demand
• Free Video

USENIX

Config-Snob: Tuning for the Best Configurations of Networking Protocol Stack

Optimizing web server performance through dynamic tuning of networking protocol stack configurations, addressing challenges in configuration space and network dynamics.

• YouTube
• 16 minutes
• On-Demand
• Free Video