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#Graph Algorithms

Showing: 65 courses

Neo4j with Python Tutorial for Beginners

1 rewiews
Learn Neo4j graph database with Python: create nodes, relationships, and queries using Cypher. Explore data analysis, REST APIs, and integration with tools like Docker and FastAPI.
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110 Lesons
1 day 6 hours
On-Demand
Free-Video
Stanford University

Graph Analysis of Russian Twitter Trolls Using Neo4j

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Explore graph analysis of Russian Twitter trolls using Neo4j. Learn about data collection, NLP, graph algorithms, and visualization techniques to uncover social media influence patterns.
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27 Lesons
1 hour 11 minutes
On-Demand
Free-Video
NPTEL

Computer Algorithms - 2

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The course discusses efficient algorithms from a large number of domains. This course assumes the knowledge of data structures, the knowledge big-O notation and the concept of time and space complexity of an algorithm.
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35 Lesons
1 day 6 hours
On-Demand
Free-Video
NPTEL

Fundamental Algorithms - Design and Analysis

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This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.
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20 Lesons
10 hours
On-Demand
Free-Video
SAP

SAP HANA Graph Capabilities and Community Challenge - Deep Dive

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Deep dive into SAP HANA Graph capabilities, exploring use cases, benefits, and a hands-on community challenge. Learn about graph models, pattern matching, algorithms, and architecture.
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16 Lesons
50 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J GDS: Node Embeddings Algorithms en Español

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Explora Neo4J y la librería GDS para generar embeddings en grafos, aplicando algoritmos de ciencia de datos y aprendizaje automático.
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1 Lesons
36 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J GDS: Algoritmos de Detección de Comunidades en Español

0 rewiews
Explora algoritmos de detección de comunidades en Neo4J GDS para ciencia de datos y aprendizaje automático, con ejemplos prácticos en español.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Simons Institute

Small Space Differentially Private Graph Algorithms in the Continual Release Model

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Explore sublinear space differentially private graph algorithms for continual release, covering densest subgraphs, k-core decomposition, maximum matching, and vertex cover.
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1 Lesons
47 minutes
On-Demand
Free-Video
Nvidia

GPU-Acceleration for Pandas, NetworkX, and Apache Spark MLlib - Accelerating Data Science Tools

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Discover GPU-accelerated data science tools for pandas, NetworkX, and Apache Spark MLlib. Learn about RAPIDS cuDF, accelerated data processing, and optimizing machine learning pipelines for enhanced performance and accessibility.
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7 Lesons
21 minutes
On-Demand
Free-Video
IEEE

Graph Algorithms and Graph Theory - Session 1B

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Explore advanced concepts in graph algorithms and theory, delving into cutting-edge research and applications presented at FOCS 2020.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
IEEE

Graph Algorithms and Graph Theory - Session 7A

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Explore advanced concepts in graph algorithms and theory, delving into cutting-edge research and applications presented at the FOCS 2020 conference.
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1 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Google TechTalks

Introduction to Length-Constrained Expanders and Expander Decompositions

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Explore length-constrained expanders and expander decompositions, powerful tools for fast graph and network optimization algorithms. Learn their applications and potential in solving complex problems.
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1 Lesons
55 minutes
On-Demand
Free-Video
IMSA

Szemerédi Regularity Lemma in Graph Machine Learning

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Exploring the Szemerédi regularity lemma's application in graph machine learning, focusing on its theoretical foundations and practical implications for AI-driven graph analysis.
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1 Lesons
53 minutes
On-Demand
Free-Video
BIMSA

New Frontiers in Structure vs Randomness with Applications to Combinatorics, Complexity, and Algorithms

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Explore new frontiers in structure vs randomness, delving into applications in combinatorics, complexity, and algorithms. Gain insights on Erdos-Turan problem and recent advancements in additive combinatorics.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Simons Institute

Towards Foundation Models for Graphs

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Explore cutting-edge research on foundation models for graph data structures, examining their potential applications and implications for AI and machine learning.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Efficient Community Search Based on Relaxed k-truss Index

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Explore advanced techniques for efficient community search in networks using relaxed k-truss indexing methods and graph-based algorithms for optimized data analysis.
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1 Lesons
19 minutes
On-Demand
Free-Video
ACM SIGPLAN

Multi-Stage Vertex-Centric Programming for Agent-Based Simulations

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Explore multi-stage vertex-centric programming for agent-based simulations, improving performance and control flow in complex graph algorithms through meta-programming techniques.
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1 Lesons
19 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

Graph Data Structures - Part 2

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Explore advanced graph data structures and optimization techniques for designing efficient algorithms in this in-depth lecture by Thatchaphol Saranurak.
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1 Lesons
54 minutes
On-Demand
Free-Video
Simons Institute

Graph Data Structures Part 3

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Explore advanced graph data structures and optimization techniques for designing efficient algorithms, presented by Thatchaphol Saranurak from the University of Michigan.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Simons Institute

Graph Data Structures - Part 1

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Explore fundamental graph data structures and their applications in algorithmic optimization, presented by a leading expert from the University of Michigan.
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1 Lesons
58 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Parallel Approximate Undirected Shortest Paths Via Low Hop Emulators

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Explore efficient parallel algorithms for approximating undirected shortest paths using low hop emulators, with applications and open problems in graph theory and network analysis.
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10 Lesons
22 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

New Algorithms and Hardness for Incremental Single-Source Shortest Paths in Directed Graphs

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Explore cutting-edge algorithms and complexity analysis for incremental single-source shortest paths in directed graphs, focusing on ES Tree and Lazy ES Tree approaches.
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6 Lesons
23 minutes
On-Demand
Free-Video
Pinecone

Graph-Based Approximate Nearest Neighbors and HNSW

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Explore graph-based algorithms for efficient nearest neighbor search, focusing on HNSW. Learn advantages, construction, and practical applications in large-scale search solutions.
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21 Lesons
59 minutes
On-Demand
Free-Video
Simons Institute

Dynamic Graphs on the GPU

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Explore GPU-accelerated techniques for dynamic graph algorithms, focusing on efficient data structures and parallel processing for real-time graph updates and analysis.
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1 Lesons
58 minutes
On-Demand
Free-Video
IEEE

Bipartite Matching in Nearly-linear Time on Moderately Dense Graphs

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Discover efficient algorithms for bipartite matching in moderately dense graphs, exploring nearly-linear time solutions and their implications for graph theory and optimization.
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1 Lesons
24 minutes
On-Demand
Free-Video
IEEE

Monochromatic Triangles, Triangle Listing and APSP

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Explore efficient algorithms for triangle-related problems and their connections to All-Pairs Shortest Paths, presented by MIT researchers Williams and Xu.
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1 Lesons
24 minutes
On-Demand
Free-Video
IEEE

Dynamic Approximate Shortest Paths and Beyond - Subquadratic and Worst Case Update Time

0 rewiews
Explore cutting-edge algorithms for dynamic approximate shortest paths, focusing on subquadratic and worst-case update time complexities in graph theory and network optimization.
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1 Lesons
20 minutes
On-Demand
Free-Video
IEEE

Sensitive Distance and Reachability Oracles for Large Batch Updates

0 rewiews
Explore efficient algorithms for maintaining distance and reachability information in dynamic graphs, focusing on techniques for handling large batch updates.
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1 Lesons
20 minutes
On-Demand
Free-Video
IEEE

Graph Algorithms and Coding - Session 4C

0 rewiews
Explore advanced graph algorithms and coding techniques in this IEEE session, focusing on cutting-edge research and practical applications in computer science.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
IEEE

Dynamic Graphs - Session 8B

0 rewiews
Explore cutting-edge research on dynamic graph algorithms and their applications in computer science at this IEEE FOCS 2020 session.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
IEEE

Dynamic Graphs - Session 7B

0 rewiews
Explore cutting-edge research on dynamic graph algorithms and their applications in computer science at this IEEE FOCS 2020 session.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Simons Institute

A Simple Quantum Sketch With Applications to Graph Algorithms

0 rewiews
Explore quantum sketching for set analysis and its applications in graph algorithms, including triangle counting and Max-Dicut, with potential for significant space efficiency gains.
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1 Lesons
57 minutes
On-Demand
Free-Video
Simons Institute

Graph Algorithms in the Massively Parallel Computation Model

0 rewiews
Explore efficient graph algorithms in the Massively Parallel Computation model, focusing on techniques for near-linear memory regime and comparing MPC to other distributed/parallel models.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
USENIX

Seraph: Scalable and Efficient Fully-External Graph Computation via On-Demand Processing

0 rewiews
Explores Seraph, a novel fully-external graph computation system that balances scalability and efficiency through on-demand processing, hybrid data formats, and selective pre-computation.
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1 Lesons
21 minutes
On-Demand
Free-Video
Valence Labs

G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding

0 rewiews
Explore G-Retriever: a novel approach for textual graph understanding, enabling conversational interaction with graphs and enhancing AI applications in drug discovery and beyond.
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6 Lesons
52 minutes
On-Demand
Free-Video
Simons Institute

Linear and Sublinear Algorithms for Graphlet Sampling

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Explore efficient algorithms for graphlet sampling, including linear and sublinear preprocessing techniques, with applications to semi-streaming and MPC settings.
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1 Lesons
33 minutes
On-Demand
Free-Video
Simons Institute

Sublinear Insights: A Faster Classical Algorithm for Edge Coloring

0 rewiews
Explores a novel randomized algorithm for near-linear time graph edge coloring, improving on decades-old methods. Discusses implications for Vizing's theorem and dense graph coloring efficiency.
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1 Lesons
34 minutes
On-Demand
Free-Video
Oracle

Analyze Connections and Find Patterns in Data with Graphs

0 rewiews
Explore Oracle's Graph Studio for analyzing connections in data, featuring customer use cases, new features, and quick setup for graph analysis in Autonomous Database.
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17 Lesons
30 minutes
On-Demand
Free-Video
IEEE

Deterministic Decremental Reachability, SCC, and Shortest Paths via Directed Expanders and Congestion Balancing

0 rewiews
Explore advanced graph algorithms for dynamic reachability, strongly connected components, and shortest paths using directed expanders and congestion balancing techniques.
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8 Lesons
23 minutes
On-Demand
Free-Video
USENIX

Controlling Memory Footprint of Stateful Streaming Graph Processing

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Innovative techniques for reducing memory usage in streaming graph processing systems, enabling analysis of larger dynamic graphs while maintaining performance and accuracy.
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14 Lesons
16 minutes
On-Demand
Free-Video
IEEE

ObliVM - A Programming Framework for Secure Computation

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Explore ObliVM, a framework for secure computation offering a domain-specific language, user-friendly abstractions, and efficient oblivious representations for various applications like data mining and genomic analysis.
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1 Lesons
21 minutes
On-Demand
Free-Video
CppNow

Boost.Graph for Beginners

0 rewiews
Learn to use Boost.Graph library's algorithms for graph operations, with examples of input/output parameters and function calls to simplify implementation in C++ projects.
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1 Lesons
54 minutes
On-Demand
Free-Video
CppNow

Generic Programming and the Boost Graph Library

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Explore generic programming principles and their application in the Boost Graph Library, learning C++ template techniques for efficient and flexible graph problem-solving.
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16 Lesons
1 hour 31 minutes
On-Demand
Free-Video
PyCon US

D&D and G - A Daring Tale of Dungeons and Dragons and Also Graph

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Explore graph algorithms through a D&D adventure! Learn to convert mazes and networks into graphs, and discover practical applications for 8 key algorithms in this intuitive, story-driven presentation.
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9 Lesons
23 minutes
On-Demand
Free-Video
EuroPython Conference

Hitchhickers Guide to D&D

0 rewiews
Explore graph algorithms through a D&D-inspired adventure, leveraging Pythonic capabilities to navigate mazes and maximize CPU performance in this unique programming journey.
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1 Lesons
34 minutes
On-Demand
Free-Video
PASS Data Community Summit

Using Graph Databases to Understand Complexly Connected Data - Application Development

0 rewiews
Explore Neo4j and graph databases, their use cases, and advantages over relational databases. Learn about property graph models, query languages, and practical applications in data analysis.
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16 Lesons
1 hour 42 minutes
On-Demand
Free-Video
Simons Institute

Sampling Multiple Edges Efficiently

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Dive into efficient algorithms for sampling multiple edges in graphs, exploring innovative techniques and mathematical frameworks presented by MIT researcher Talya Eden.
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1 Lesons
16 minutes
On-Demand
Free-Video
Simons Institute

Simple Sublinear Algorithms for Vertex Coloring

0 rewiews
Dive into advanced graph theory concepts and efficient vertex coloring algorithms, exploring sublinear approaches for optimizing computational complexity.
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1 Lesons
14 minutes
On-Demand
Free-Video
ACM SIGPLAN

Recursive State Machine Guided Graph Folding for Context-Free Language Reachability

0 rewiews
Explore an innovative approach to improve CFL-reachability scalability through graph folding, reducing input size and enhancing performance in program analysis applications like alias and value-flow analysis.
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1 Lesons
15 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Depth First Iterative Deepening

0 rewiews
Explore depth-first iterative deepening algorithm, combining benefits of depth-first and breadth-first searches for efficient problem-solving in artificial intelligence.
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1 Lesons
14 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J GDS: Node Embeddings Algorithms for Data Science and Machine Learning

0 rewiews
Explore node embedding algorithms in Neo4J GDS for data science and machine learning, creating powerful graph-based representations.
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1 Lesons
26 minutes
On-Demand
Free-Video
Devoxx

Leveraging Graphs for AI

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Explore graph theory's role in AI, from data structures to machine learning, with practical examples and applications in analytics, algorithms, and neural networks.
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30 Lesons
57 minutes
On-Demand
Free-Video
NDC Conferences

Fun with Algorithms

0 rewiews
Explore problem-solving techniques through graph algorithms, dynamic programming, and data structures. Learn to build solutions from first principles and apply algorithmic skills to real-world programming challenges.
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1 Lesons
57 minutes
On-Demand
Free-Video
Data Science Festival

Networks and Recommendation Systems

0 rewiews
Explore graph-based recommendation systems, their transparent implementation, and real-world applications in this technical deep dive for data science practitioners.
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1 Lesons
42 minutes
On-Demand
Free-Video
Simons Institute

Almost-Optimal Sublinear Additive Spanners in Graph Theory

0 rewiews
Explore sublinear additive spanners in graph theory, focusing on optimal stretch functions and size bounds for undirected unweighted graphs. Learn about recent advancements and their implications.
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1 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J GDS: Machine Learning Node Classification Pipelines

0 rewiews
Crea pipelines de clasificación de nodos con Neo4J y Graph Data Science Library para aprender técnicas avanzadas de machine learning en grafos.
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1 Lesons
40 minutes
On-Demand
Free-Video
Google TechTalks

One Tree to Rule Them All: Polylogarithmic Universal Steiner Trees and Strong Sparse Partition Hierarchies

0 rewiews
Explore polylogarithmic universal Steiner trees and strong sparse partition hierarchies. Learn about new constructions improving approximation guarantees and matching logarithmic lower bounds.
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1 Lesons
57 minutes
On-Demand
Free-Video
Inside Livermore Lab

Adversarial Machine Learning: Categories, Concepts, and Current Landscape

0 rewiews
Explore adversarial machine learning vulnerabilities, including data subversion, evasion, and model revelation. Learn to identify potential threats and build robust defense strategies.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Modeling, Querying and Seeing Time Series Data within a Self-Organizing Mesh Network

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Explore graph database modeling for dynamic power grid networks. Learn to query and analyze sensor data, triage at-risk components, and understand network healing processes.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
CppCon

Graph Algorithms and Data Structures in C++20 - Lecture

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Explore modern, composable graph algorithms and data structures in C++20. Learn to leverage concepts for systematic organization and discover an emerging proposal for a standard graph library.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
MIT OpenCourseWare

Independent Sets and Turán's Theorem

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Explore the probabilistic method in combinatorics through graph theory, focusing on independent sets, cliques, and the fundamental principles behind Turán's theorem.
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1 Lesons
15 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Vertex, Edge, Clique - Understanding Graph Theory Fundamentals

0 rewiews
Explore fundamental concepts of graph theory, from basic elements like vertices and edges to complex structures like cliques, enhancing your understanding of network analysis and data relationships.
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1 Lesons
58 minutes
On-Demand
Free-Video
Institute for Advanced Study

Induced Subgraphs and Pathwidth - Characterizing Bounded Pathwidth Through Graph Theory

0 rewiews
Delve into advanced graph theory concepts, focusing on tree decompositions, path decompositions, and induced subgraph obstructions to bounded pathwidth in structural graph analysis.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Community Based Dismantling Strategies in Real-World Complex Networks

0 rewiews
Explore advanced strategies for network dismantling through community-based approaches, focusing on practical applications in complex real-world network systems.
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1 Lesons
1 hour
On-Demand
Free-Video