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#Advanced Algorithms

Showing: 23 courses
Linux Foundation

Evolving Themes in Network Orchestration - An Operator's Perspective

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Explore network orchestration's evolution, cloud technologies in telecom, and advanced algorithms from an operator's viewpoint, offering insights into telco expectations and future trends.
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8 Lesons
28 minutes
On-Demand
Free-Video
Paul G. Allen School

Convex Optimization II - Advanced Techniques and Applications

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Explore advanced concepts in convex optimization with Microsoft Research expert Sebastien Bubeck, delving into cutting-edge techniques and applications in this field.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Linear Matroid Matching in the Oracle Model

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Explores linear matroid matching in the oracle model, replacing linear algebraic computation with repeated oracle-calls along alternating paths to solve challenging problems in connectivity, rigidity, and count matroids.
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1 Lesons
44 minutes
On-Demand
Free-Video
Alan Turing Institute

New Challenges in Computational Statistics

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Explore cutting-edge computational statistics challenges and innovations in this lecture by Professor Gareth Roberts, focusing on complex data analysis and algorithm advancements in statistical science.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Fast Algorithm for the Strong-Interaction Limit of Density Functional Theory

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Explore a novel algorithm for computing the strong-interaction limit in density functional theory, enhancing accuracy in modeling strongly correlated systems and overcoming computational challenges.
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1 Lesons
1 hour
On-Demand
Free-Video
Paul G. Allen School

Network Security - Lecture 9

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Advanced network protocols and distributed systems concepts explored, focusing on scalability, fault tolerance, and performance optimization in large-scale distributed environments.
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1 Lesons
2 hours 42 minutes
On-Demand
Free-Video
Simons Institute

Efficient Zero Knowledge Proof from Interactive Proofs

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Explore efficient zero-knowledge proofs derived from interactive proofs, focusing on new algorithms, performance improvements, and comparisons to existing systems.
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19 Lesons
48 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Dynamic Algorithms for LIS and Distance to Monotonicity

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Explore dynamic algorithms for Longest Increasing Subsequence and Distance to Monotonicity, covering Patience Sorting, runtime improvements, and grid packing techniques.
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9 Lesons
24 minutes
On-Demand
Free-Video
Simons Institute

Fast Spectral Algorithms from Sum-of-Squares Analyses

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Explore efficient spectral algorithms derived from sum-of-squares analyses, focusing on hierarchies, extended formulations, and matrix-analytic techniques in computational complexity.
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1 Lesons
39 minutes
On-Demand
Free-Video
Paul G. Allen School

Distributed Systems: Consensus and Replication - Lecture 7

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Explore advanced topics in computer science with a focus on cutting-edge research and emerging technologies in this graduate-level lecture series.
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1 Lesons
3 hours
On-Demand
Free-Video
Paul G. Allen School

Machine Learning - Lecture 10

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Explore advanced machine learning concepts and techniques in this comprehensive lecture, focusing on practical applications and theoretical foundations.
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1 Lesons
3 hours 2 minutes
On-Demand
Free-Video
Paul G. Allen School

Operating Systems - Lecture 9

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Explore advanced concepts in computer science, focusing on cutting-edge topics and research areas. Gain insights into current trends and future directions in the field.
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1 Lesons
2 hours 54 minutes
On-Demand
Free-Video
Paul G. Allen School

Operating Systems - Lecture 5

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Explore advanced concepts in computer science, focusing on key topics covered in Lecture 5 of CSEP 551, designed to deepen understanding and practical skills in the field.
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1 Lesons
2 hours 50 minutes
On-Demand
Free-Video
Paul G. Allen School

Reinforcement Learning IV - Advanced Concepts and Applications

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Explore advanced reinforcement learning concepts with Stanford's Emma Brunskill, covering cutting-edge techniques and applications in AI decision-making.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Paul G. Allen School

Reinforcement Learning III - Advanced Concepts and Applications

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Explore advanced reinforcement learning concepts with Stanford's Emma Brunskill, covering cutting-edge techniques and applications in AI decision-making.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Simons Institute

Algebraic Codes and Algorithms - Part II

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Explore advanced concepts in algebraic coding theory and algorithms, focusing on error-correcting codes and their practical applications in data transmission and storage.
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1 Lesons
1 hour
On-Demand
Free-Video
IEEE

Polylogarithmic Guarantees for Generalized Reordering Buffer Management

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Explore polylogarithmic guarantees for generalized reordering buffer management, covering special cases, previous work, and applications in scheduling block devices.
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11 Lesons
18 minutes
On-Demand
Free-Video
IEEE

Approximating Constraint Satisfaction Problems on High Dimensional Expanders

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Explore high-dimensional expanders and their role in approximating constraint satisfaction problems, with insights on natural collections and general expanders.
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12 Lesons
18 minutes
On-Demand
Free-Video
IEEE

Near-Optimal Decremental SSSP in Dense Weighted Digraphs

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Explore near-optimal algorithms for maintaining shortest paths in dense weighted digraphs as edges are deleted, focusing on efficient update times and approximation techniques.
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11 Lesons
22 minutes
On-Demand
Free-Video
IEEE

Unit Capacity Maxflow in Almost m - 4/3 Time

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Explore advanced algorithms for solving unit capacity maxflow problems, featuring innovative techniques and improved time complexity.
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15 Lesons
28 minutes
On-Demand
Free-Video
TheIACR

Coded BKW with Sieving

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Explore an innovative approach to solving the Learning with Errors problem using coded BKW with sieving, presented at Asiacrypt 2017.
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1 Lesons
22 minutes
On-Demand
Free-Video
TheIACR

Lower Bounds on Lattice Enumeration with Extreme Pruning

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Explore advanced techniques in lattice-based cryptography, focusing on lower bounds for enumeration algorithms with extreme pruning to enhance security analysis.
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1 Lesons
23 minutes
On-Demand
Free-Video
CppNow

C++ in Space Plasma Model Development

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Explore space plasma modeling using C++11, covering numerical methods, advanced algorithms, and concurrency for efficient simulations in astrophysics and space weather.
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18 Lesons
1 hour 13 minutes
On-Demand
Free-Video