Squid: Schools for Quantum Information Development Courses

Fault Tolerance of Stabilizer Channels in Quantum Computing

Explore rigorous analysis methods for fault tolerance in stabilizer channels, focusing on surface codes, LDPC codes, and Floquet codes for quantum computing applications.

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

Trained Quantum Neural Networks are Gaussian Processes

Explore the mathematical foundations of quantum neural networks, focusing on their convergence to Gaussian processes and implications for training in supervised learning scenarios.

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

Quantum State Learning Implies Circuit Lower Bounds

Delve into groundbreaking research connecting quantum state tomography with circuit complexity, exploring implications for quantum learning algorithms and classical circuit lower bounds.

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

Concatenate Codes and Space Optimization for Fault-Tolerant Quantum Computation

Discover groundbreaking advances in fault-tolerant quantum computation through concatenated codes, achieving 90%+ reduction in space overhead while maintaining high threshold and modularity in quantum architectures.

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

Potential and Limitations of Near-Term Quantum Computing

Explore the current landscape of quantum computing, examining both promising applications and key limitations in intermediate-scale quantum devices, with focus on error mitigation and practical implementations.

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

Taming Quantum Time Complexity

Explore advanced quantum computing concepts focusing on time complexity, exactness, and thriftiness in quantum algorithms through novel transducer-based approaches and state conversion techniques.

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

Stochastic Error Cancellation in Analog Quantum Simulation

Explore how stochastic error cancellation improves analog quantum simulation accuracy, demonstrating reduced error scaling and enhanced fidelity in noisy quantum systems.

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

Quantum Computation of Stopping Power for Inertial Fusion

Explore quantum computational methods for calculating stopping power in inertial fusion, focusing on first-principles calculations and fault-tolerant quantum computing protocols for electronic systems.

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

Guidable Local Hamiltonian Problems with Implications to Heuristic Ansatz State Preparation and Quantum PCP

Delve into advanced quantum computing theory exploring Guidable Local Hamiltonian problems, their complexity-theoretic implications, and connections to quantum PCP conjecture and state preparation methods.

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

Sufficiency of Rényi Divergences in Quantum Information Theory

Delve into quantum state equivalence and Rényi divergences, exploring their sufficiency in classical and quantum systems, with applications to state transitions and resource theory.

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

Learning Low-Degree Quantum Objects

Dive into theoretical quantum information science through an exploration of low-degree quantum objects, featuring cutting-edge research presented at the prestigious TQC 2024 conference in Japan.

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

Information-Theoretic Generalization Bounds for Quantum Learning

Explore a unified mathematical framework for quantum learning theory, covering state discrimination, PAC learning, and generalization bounds using quantum mutual information and optimal transport concepts.

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

Generalized Rényi Entropy Accumulation Theorem and Quantum Probability Estimation

Delve into advanced quantum cryptography through an exploration of the generalized Rényi entropy accumulation theorem, focusing on improved finite-size bounds and convex optimization techniques.

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

Tradeoff Constructions for Quantum Locally Testable Codes

Explore groundbreaking constructions for quantum locally testable codes, examining weight reduction, soundness amplification, and distance amplification techniques to achieve new parameter regimes in quantum error correction.

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

Toward a 2D Local Implementation of Quantum LDPC Codes

Explore innovative approaches to implementing quantum LDPC codes in 2D architectures, focusing on bilayer designs and quasi-cyclic codes to achieve efficient error correction with reduced physical qubit requirements.

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