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#Matrix Multiplication

Showing: 54 courses

CUDA Crash Course

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Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.
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30 Lesons
7 hours
On-Demand
Free-Video
NPTEL

Basic Linear Algebra

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Linear Algebra is a basic course for students intended to go for Engineering studies and higher studies in Mathematics. We will cover the basic tools needed in these branches.
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41 Lesons
16 hours
On-Demand
Free-Video

Linear Algebra

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Comprehensive exploration of linear algebra concepts, from basic operations to advanced topics like eigenvalues, with practical applications and problem-solving techniques.
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30 Lesons
7 hours
On-Demand
Free-Video

Fortran with OpenMP

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Learn parallel programming in Fortran using OpenMP. Master threads, clauses, work sharing, and optimization techniques for high-performance computing applications.
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30 Lesons
6 hours
On-Demand
Free-Video

CUDA

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Comprehensive introduction to CUDA programming, covering architecture, memory, terminologies, and practical implementations for vector and matrix operations on GPUs.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Matrix Algebra

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Learn essential matrix algebra concepts, from multiplication to subspaces, with practical applications in linear transformations and data analysis.
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20 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Neha Agrawal Mathematically Inclined

Matrices and Determinants Class XII 12th CBSE/ISC Maths

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Comprehensive exploration of matrices and determinants for 12th grade mathematics, covering key concepts, operations, properties, and problem-solving techniques.
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16 Lesons
6 hours
On-Demand
Free-Video
Lamee Storage

Matrices

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Explore matrix operations and applications, from solving systems of equations to matrix multiplication and division, using a TI-84+ calculator.
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5 Lesons
30 minutes
On-Demand
Free-Video

Matrix Algebra

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Master essential matrix algebra concepts, from basic operations to advanced techniques like Gauss elimination, matrix inversion, and Cramer's Rule.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2

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Comprehensive introduction to TensorFlow and deep learning fundamentals, covering tensor operations, neural network regression, and classification. Hands-on coding examples and practical insights for building and improving models.
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69 Lesons
10 hours 15 minutes
On-Demand
Free-Video
The Julia Programming Language

Tricks and Tips in Numerical Computing - Keynote

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Explore advanced numerical computing techniques, from complex differentiation to low-precision arithmetic, with insights on error analysis, matrix operations, and IEEE standards for improved computational accuracy and efficiency.
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40 Lesons
56 minutes
On-Demand
Free-Video
Coding Train

3D on Apple II

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Explore 3D graphics on Apple II+ using AppleSoft BASIC. Learn matrix math, rotation techniques, and cube rendering in this nostalgic coding challenge.
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27 Lesons
46 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Machine Learning for Computing Tensor Rank

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Explorez l'utilisation de l'apprentissage par renforcement pour découvrir de nouveaux algorithmes de multiplication matricielle et calculer le rang des tenseurs.
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32 Lesons
1 hour
On-Demand
Free-Video
Inside Livermore Lab

FSSpMDM - Accelerating Small Sparse Matrix Multiplications by Run-Time Code Generation

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Explore code generation strategies for accelerating small sparse matrix multiplications in high-order finite element solvers, focusing on performant operator kernels for prismatic and hexahedral elements.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Accelerators Made Easy - Improving MLOps at Loblaw Digital Using Vertex AI

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Leverage Vertex AI for efficient matrix multiplication in MLOps. Build scalable recommendation engines using Google Cloud Platform's tools for improved product relevance.
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1 Lesons
28 minutes
On-Demand
Free-Video
Insights into Mathematics

Arrays and Matrices II - Data Structures in Mathematics Math Foundations

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Explore matrices from traditional linear algebra to a novel data structure approach. Learn matrix multiplication, algebra, and a new perspective using pixels and maxels.
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9 Lesons
31 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

An Improved Cutting Plane Method for Convex Optimization, Convex-Concave Games

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Explore advanced cutting plane methods for convex optimization and games, covering improved algorithms, runtime bottlenecks, data structures, and practical applications in computational mathematics.
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13 Lesons
24 minutes
On-Demand
Free-Video
Weights & Biases

Math4ML Exercises - Linear Algebra, Continued

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Hands-on linear algebra exercises for machine learning, covering matrix operations, shape-checking, composition, and practical applications in coding and ML contexts.
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12 Lesons
43 minutes
On-Demand
Free-Video
Simons Institute

Breakthroughs - A Refined Laser Method and Faster Matrix Multiplication

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Explore advanced techniques in matrix multiplication, including the refined Laser method, to enhance computational efficiency and speed in mathematical operations.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Alfredo Canziani

Matrix Multiplication, Signals, and Convolutions

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Explore matrix multiplication, natural signals, and convolutions in deep learning. Includes practical demonstrations using IPython and PyTorch.
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6 Lesons
47 minutes
On-Demand
Free-Video
Sundeep Saradhi Kanthety

Matrix Multiplication - C Programming

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Learn to implement matrix multiplication in C, covering algorithm design, memory allocation, and efficient coding techniques for handling multi-dimensional arrays.
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1 Lesons
22 minutes
On-Demand
Free-Video
Tom Rocks Maths

Oxford Linear Algebra - Linear Transformations Explained

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Explore linear transformations with Oxford mathematician Dr Tom Crawford, covering definitions, properties, and examples in R3, including matrix multiplication and differentiation.
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1 Lesons
33 minutes
On-Demand
Free-Video
Insights into Mathematics

Applications of 2x2 Matrices - Wild Linear Algebra A6

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Explores 2x2 matrices, focusing on coordinate changes, linear equations, vector operations, and determinants. Covers fundamental concepts and applications in linear algebra.
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27 Lesons
44 minutes
On-Demand
Free-Video
Insights into Mathematics

Maxel Theory - New Thinking About Matrices - Data Structures Math Foundations 168

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Exploring maxel theory and its impact on linear algebra, focusing on pixel geometry and matrix multiplication for new insights into matrix algebra.
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7 Lesons
41 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Designing and Exploiting Fast Algorithms for Polynomial Matrices - Lecture 2

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Explorez les algorithmes rapides pour les matrices polynomiales et leurs applications dans cette conférence approfondie sur l'algèbre informatique.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
TabletClass Math

Matrix Multiplication - How to Multiply Matrices and Avoid Errors

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Master matrix multiplication techniques and avoid common errors in this concise tutorial. Learn essential skills for middle school, high school, and college-level mathematics.
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1 Lesons
17 minutes
On-Demand
Free-Video
Excellence Academy

Matrices: Addition, Subtraction, and Multiplication - JAMB Preparation

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Master matrix operations: addition, subtraction, and multiplication for JAMB Mathematics. Enhance problem-solving skills with practical examples and expert guidance.
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1 Lesons
34 minutes
On-Demand
Free-Video
Yannic Kilcher

AlphaTensor by DeepMind Explained

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Explore DeepMind's AlphaTensor, a revolutionary AI system that discovers efficient matrix multiplication algorithms, outperforming human-designed methods and advancing computational efficiency across various fields.
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14 Lesons
55 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

ABY3 - A Mixed Protocol Framework for Machine Learning

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Explore privacy-preserving machine learning with ABY3, a framework addressing data collection concerns through encrypted computations and secure multi-party protocols.
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9 Lesons
25 minutes
On-Demand
Free-Video
Simons Institute

Fine-Grained Complexity - Lecture 1

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Explore cutting-edge research in fine-grained complexity theory with MIT expert Virginia Vassilevska Williams, delving into advanced algorithmic concepts and their applications.
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1 Lesons
1 hour
On-Demand
Free-Video
Simons Institute

Practical Applications of Homomorphic Encryption

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Explore practical applications of homomorphic encryption, including ORAM optimization and MNIST inference, with insights on performance and implementation using Microsoft SEAL.
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20 Lesons
54 minutes
On-Demand
Free-Video
Simons Institute

Algebraic Lattices and Ring Learning With Errors

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Explore algebraic lattices and Ring Learning with Errors, covering key concepts, operations, and hardness theorems in cryptography and lattice-based algorithms.
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13 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Simons Institute

Secure Distributed Matrix Multiplication

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Explore information-theoretic methods for secure distributed matrix multiplication, focusing on trustworthy machine learning applications and techniques.
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1 Lesons
35 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

AlphaTensor - Discover Faster Matrix Multiplication Algorithms with RL - IPAM at UCLA

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Discover how DeepMind's AlphaTensor uses reinforcement learning to find efficient matrix multiplication algorithms, outperforming human-designed methods and improving on Strassen's algorithm after 50 years.
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1 Lesons
53 minutes
On-Demand
Free-Video
tinyML

Delta Keyword Transformer: Bringing Transformers to the Edge Through Dynamically Pruned Multi-Head Self-Attention

0 rewiews
Explore cutting-edge techniques for optimizing Transformers in edge computing, focusing on the Delta Keyword Transformer and its dynamic pruning approach for efficient multi-head self-attention.
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13 Lesons
21 minutes
On-Demand
Free-Video
tinyML

Extremely Low-Bit Quantization for Transformers - tinyML Asia 2021

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Explore extremely low-bit quantization techniques for Transformers, focusing on mixed precision strategies to optimize deployment on resource-limited devices without compromising accuracy.
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21 Lesons
28 minutes
On-Demand
Free-Video
deeplizard

CNN Weights - Learnable Parameters in PyTorch Neural Networks

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Explore PyTorch's inner workings, including OOP concepts, convolutional and linear layer weight tensors, and matrix multiplication for deep learning in neural networks.
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1 Lesons
24 minutes
On-Demand
Free-Video
Simons Institute

Sparsity and Privacy in Distributed Matrix Multiplication

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Explore advanced techniques for distributed matrix multiplication, focusing on sparsity and privacy considerations in large-scale computations.
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1 Lesons
27 minutes
On-Demand
Free-Video
Yannic Kilcher

Scalable MatMul-free Language Modeling - Paper Explained

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Explore innovative MatMul-free language modeling techniques using quantization and recurrence, achieving comparable performance to traditional models while significantly reducing computational costs and memory usage.
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8 Lesons
50 minutes
On-Demand
Free-Video
IEEE

Pseudospectral Shattering the Sign Function and Diagonalization in Nearly Matrix Multiplication Time

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Explore advanced matrix algorithms, including pseudospectral shattering and diagonalization techniques, for efficient computation in nearly matrix multiplication time.
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7 Lesons
20 minutes
On-Demand
Free-Video
TheIACR

Time-Optimal Interactive Proofs for Circuit Evaluation

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Explore time-optimal interactive proofs for circuit evaluation, covering regular and irregular circuits, parallel computation, and matrix multiplication, with insights on practical applications and future directions.
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16 Lesons
21 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Essentials of Math Modeling - Session 5 - Probabilistic Models

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Explore probabilistic models, including Markov chains and Metropolis-Hastings algorithm, with practical exercises and problem-solving sessions using MATLAB for mathematical modeling applications.
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8 Lesons
1 hour 49 minutes
On-Demand
Free-Video
CppNow

C++ Compile-Time Sparse Matrices for Linear Algebra and Tracking Applications

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Explore compile-time sparse matrices in C++ for efficient linear algebra and tracking applications, optimizing memory usage and performance through advanced type system techniques.
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15 Lesons
1 hour 14 minutes
On-Demand
Free-Video
NDC Conferences

Empowering the Quantum Revolution with Q#

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Explore quantum computing's revolutionary potential and learn to develop quantum solutions using Microsoft's Quantum Development Kit and Q# programming language.
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26 Lesons
1 hour 1 minute
On-Demand
Free-Video
Squid: Schools for Quantum Information Development

Quantum Mass Production Theorems - Implementing Multiple Copies of Quantum Circuits

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Delve into quantum circuit optimization through mass production theorems, exploring efficient implementations of multiple copies of quantum transformations and their theoretical implications.
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10 Lesons
23 minutes
On-Demand
Free-Video
Dot Physics

Angular Momentum and Moment of Inertia Tensor for 3 Masses - Python Tutorial

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Calculate center of mass, moment of inertia tensor, and angular velocity vector for three masses using Python. Includes code implementation and mathematical concepts.
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7 Lesons
27 minutes
On-Demand
Free-Video
GOTO Conferences

Deep Learning - What is it and What It Can Do For You

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Explore deep learning fundamentals, architectures, and applications in AI, from basics to advanced concepts like CNNs and RNNs, with practical insights for implementation and future possibilities.
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25 Lesons
51 minutes
On-Demand
Free-Video
Code Sync

Orthotope - APL-Inspired Arrays for Haskell - Lambda Days 2022

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Explore Orthotope, a Haskell library for multi-dimensional arrays inspired by APL. Learn efficient structural operations, clever array representation, and various implementations for different storage and typing needs.
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6 Lesons
43 minutes
On-Demand
Free-Video
Google TechTalks

Accelerating Transformers via Kernel Density Estimation - Google TechTalk

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Explore efficient Transformer acceleration using kernel density estimation. Learn innovative techniques for handling long sequences and improving performance in deep learning models.
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13 Lesons
53 minutes
On-Demand
Free-Video
NHR@FAU

DGEMM on Integer Tensor Cores - NHR Perflab Seminar

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Explore double-precision matrix multiplication using Int8 Tensor Cores and the Ozaki scheme, focusing on high-precision computation with lower-precision hardware for machine learning applications.
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1 Lesons
35 minutes
On-Demand
Free-Video
Sundeep Saradhi Kanthety

Strassen's Matrix Multiplication Algorithm - Concept and Time Complexity

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Explore Strassen's Matrix Multiplication algorithm, its concept, and time complexity in the context of Divide & Conquer strategies for efficient matrix operations.
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1 Lesons
39 minutes
On-Demand
Free-Video
Chris Hay

Python Apple MLX Tutorial: Introduction to Machine Learning on Apple Silicon

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Learn MLX framework for Apple Silicon: GPU operations, transformers, language models, and generative AI concepts. Applicable to PyTorch and NumPy users.
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1 Lesons
48 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Generalizations of Matrix Multiplication for Solving the Light Bulb Problem

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Explore a novel approach to solving the Light Bulb Problem using tensor-based algorithms, potentially outperforming traditional matrix multiplication methods for faster data analysis and pattern recognition.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Institute for Advanced Study

Tensors of Minimal Border Rank and Their Role in Matrix Multiplication Complexity

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Delve into advanced algebraic geometry concepts exploring minimal border rank tensors and their crucial role in matrix multiplication complexity theory and computational mathematics.
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1 Lesons
52 minutes
On-Demand
Free-Video