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#Algorithm Optimization

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Mathologer

The Ultimate Tower of Hanoi Algorithm

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Explore advanced Tower of Hanoi algorithms for multiple pegs, including optimal solutions, the Hanoi constant, and simplified execution methods. Gain insights into complex puzzle-solving techniques.
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8 Lesons
39 minutes
On-Demand
Free-Video

How to Get More Followers on TikTok

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Learn strategies to rapidly grow your TikTok following, increase engagement, get verified, and optimize for the For You Page. Includes tips on overcoming shadowbans and boosting visibility.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Institute for Advanced Study

Pandora's Box with Correlations: Learning and Approximation - Shuchi Chawla

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Explore decision-making under uncertainty, focusing on the Pandora's Box problem with correlated costs. Learn about adaptive strategies and data-driven algorithm design in this advanced computer science seminar.
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12 Lesons
1 hour 6 minutes
On-Demand
Free-Video
International PHP Conference

Coding Against Climate Change - Sustainable Software Engineering

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Explore sustainable software engineering practices to reduce carbon footprint. Learn efficient algorithms, system architecture, and product design strategies for environmentally conscious development.
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1 Lesons
39 minutes
On-Demand
Free-Video
IEEE

Fast Generalized DFTs for All Finite Groups

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Explore efficient algorithms for generalized Discrete Fourier Transforms applicable to all finite groups, enhancing computational capabilities in various mathematical fields.
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1 Lesons
21 minutes
On-Demand
Free-Video
IEEE

Nearly Sample Optimal Sparse Fourier Transform in Any Dimension - RIPless and Filterless

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Explore advanced techniques for sparse Fourier transforms in multidimensional spaces, focusing on sample-optimal methods without relying on RIP or filtering.
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1 Lesons
18 minutes
On-Demand
Free-Video
James Briggs

How LSH Random Projection Works in Search - Python

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Explore efficient similarity search using Locality Sensitive Hashing (LSH) and Random Projection. Learn how to handle large-scale data and implement approximate search techniques in Python.
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1 Lesons
19 minutes
On-Demand
Free-Video
Churchill CompSci Talks

How Slot Machines Are Advancing the State of the Art in Computer Go AI

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Explore Monte Carlo Tree Search in computer Go AI, covering its advantages, UCB1 strategy, and recent refinements like AMAF/RAVE, with insights into ongoing research topics.
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13 Lesons
46 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Multi-Parameter Persistent Homology is Practical

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Explore practical applications of multi-parameter persistent homology in topological data analysis, focusing on efficient algorithms for large datasets and recent computational advancements.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Open Data Science

Testing Positive Semidefiniteness and Eigenvalue Approximation - Optimal Algorithms and Novel Approaches

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Explore optimal algorithms for testing positive semidefiniteness and eigenvalue approximation, featuring a novel random walk method and innovative techniques for matrix analysis and algorithm optimization.
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5 Lesons
48 minutes
On-Demand
Free-Video
Simons Institute

Quantum-Inspired Classical Linear Algebra

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Explore quantum-inspired classical algorithms for linear algebra, including sketching, sampling, and low-rank approximation techniques in this advanced computational talk.
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15 Lesons
59 minutes
On-Demand
Free-Video
ACM SIGPLAN

Maximum Consensus Floating Point Solutions for Infeasible Low-Dimensional Linear Programs - Lecture

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Explore a novel method for solving infeasible low-dimensional linear programs efficiently, using convex hull as an intermediate representation to improve performance in creating correctly rounded math libraries.
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1 Lesons
18 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Machine Learning to Improve the Exchange and Correlation Functional in DFT

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Explore machine learning approaches to improve exchange and correlation functionals in density functional theory, discussing physically informed methods and their advantages in quantum mechanics.
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27 Lesons
54 minutes
On-Demand
Free-Video
javidx9

Dithering with Floyd-Steinberg in C++

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Explore the Floyd-Steinberg dithering algorithm in C++, learning its simplicity and power in solving image processing problems through practical demonstrations and coding examples.
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12 Lesons
27 minutes
On-Demand
Free-Video
Let's Code Physics

FTL Beam Optimizer - Maximizing Room Strikes in Starship Battles - Episode 2

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Optimize beam weapons in FTL game by coding a subroutine to maximize room hits. Includes error analysis and corrections, with additional resources for learning.
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1 Lesons
38 minutes
On-Demand
Free-Video
Rust

SIMD Instructions with Rust on Android - Optimizing Performance and Portability

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Explore SIMD instructions in Rust on Android: implementation, challenges, and optimization techniques. Learn cross-platform strategies, instruction detection, and performance considerations.
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7 Lesons
48 minutes
On-Demand
Free-Video
TheIACR

NTT Implementations in Cryptography - Session Overview

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Explore cutting-edge Number Theoretic Transform implementations in cryptography, discussing optimizations and applications for enhanced security and performance.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
ACM SIGPLAN

Modular Component-Based Quantum Circuit Synthesis

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Explore a novel method for synthesizing quantum circuits using modular components, accelerating the process and reducing search space for efficient circuit construction.
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1 Lesons
15 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
Stuff Made Here

World's Hardest Jigsaw vs. Puzzle Machine - All White

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Watch a puzzle machine tackle the world's hardest jigsaw—an all-white puzzle. Explore image processing, mathematical algorithms, and innovative engineering solutions in this challenging project.
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12 Lesons
22 minutes
On-Demand
Free-Video
Simple Snippets

Space Complexity of Algorithms - Calculation and Analysis

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Learn to calculate and understand space complexity in algorithms, including auxiliary space, big O notation, and practical examples for various algorithm types.
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11 Lesons
28 minutes
On-Demand
Free-Video
Coding Tech

Building a Faster-Than-Rust-and-C++ Perfect Hash Table

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Explore the journey of optimizing hash tables, from basic concepts to advanced techniques, achieving performance improvements that surpass Rust and C++.
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13 Lesons
34 minutes
On-Demand
Free-Video
TheIACR

Optimal Merging in Quantum K-XOR and K-Sum Algorithms

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Explore quantum algorithms for k-xor and k-sum problems, focusing on optimal merging techniques and their impact on computational complexity in cryptography.
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21 Lesons
24 minutes
On-Demand
Free-Video
Sebastian Lague

Coding Adventure - Making a Stronger Chess Engine

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Explore techniques to enhance a chess engine, including move selection, search extensions, bitboards, and optimization, culminating in the creation of a Lichess bot and performance analysis.
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20 Lesons
1 hour 1 minute
On-Demand
Free-Video
Yannic Kilcher

OpenAI Tackles Math - Formal Mathematics Statement Curriculum Learning

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Explores OpenAI's innovative approach to formal mathematics using expert iteration, demonstrating improved performance in automated proof search and solving challenging olympiad-level problems.
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11 Lesons
51 minutes
On-Demand
Free-Video
Pascal Poupart

Policy Iteration

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Learn about policy iteration in reinforcement learning, covering optimization, monotonic improvement, convergence, and complexity analysis.
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8 Lesons
36 minutes
On-Demand
Free-Video
The Cherno

Nodes and A-Star Costs - Game Programming

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Explore A* search algorithm fundamentals, including f-cost, g-cost, h-cost, and nodes. Learn how this pathfinding technique works in game programming.
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6 Lesons
24 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Quadratic Speedup for Finding Marked Vertices by Quantum Walks

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Explore quantum walks for efficient vertex search, offering quadratic speedup over classical methods. Learn about structured search, constraints, and applications in quantum computing.
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17 Lesons
22 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Decision List Compression by Mild Random Restrictions

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Explore decision list compression techniques using mild random restrictions, focusing on applications, definitions, and step-by-step compression methods for improved efficiency.
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14 Lesons
20 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Faster Parallel Algorithm for Approximate Shortest Path

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Explore advanced techniques for optimizing parallel algorithms to compute approximate shortest paths, focusing on transshipment, Sherman's framework, and oblivious routing.
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5 Lesons
26 minutes
On-Demand
Free-Video
Simons Institute

Multiagent Reinforcement Learning: Rollout and Policy Iteration

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Explore finite-state multiagent reinforcement learning through policy iteration and rollout, focusing on trading off control and state complexity in infinite horizon problems.
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9 Lesons
37 minutes
On-Demand
Free-Video
Simons Institute

Communication Complexity, Streaming and Computational Assumptions

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Explore how computational limitations and cryptographic tools can bypass impossibility results in communication complexity and streaming, with examples and open problems discussed.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Reducible

The Traveling Salesman Problem - When Good Enough Beats Perfect

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Explore heuristic approaches and optimization techniques for the Traveling Salesman Problem, including nearest neighbor, greedy, Christofides, local search, simulated annealing, and ant colony optimization.
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12 Lesons
30 minutes
On-Demand
Free-Video
javidx9

Quad Trees for Static Spatial Acceleration - Part 1

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Explore quad trees for efficient spatial partitioning and object searching, with practical implementation techniques and insights into static spatial acceleration.
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13 Lesons
44 minutes
On-Demand
Free-Video
javidx9

Integral Images: Concept and Application in Spatial Algorithms

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Learn about integral images for faster spatial partitioning and search algorithms, with a demonstration of object tracking implementation and practical coding examples.
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5 Lesons
27 minutes
On-Demand
Free-Video
javidx9

Optimizing Mandelbrot Fractal Rendering - Brute Force Processing Strategies

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Explore strategies to optimize Mandelbrot Fractal rendering, from algorithm improvements to vector co-processing and thread-pools, maximizing CPU performance.
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13 Lesons
53 minutes
On-Demand
Free-Video
tinyML

ZigZag - An Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerator

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Explore ZigZag, a framework for optimizing deep learning accelerator design through architecture-mapping space exploration, enhancing efficiency in embedded systems.
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9 Lesons
26 minutes
On-Demand
Free-Video
IEEE

Subsets and Supermajorities - Optimal Hashing-based Set Similarity Search

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Explore optimal hashing techniques for efficient set similarity search, focusing on subsets and supermajorities in data structures and algorithms.
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1 Lesons
24 minutes
On-Demand
Free-Video
IEEE

Approximation Algorithms for LCS and LIS with Truly Improved Running Times

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Explore advanced approximation algorithms for LCS and LIS, offering improved running times and enhanced computational efficiency in sequence analysis.
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1 Lesons
18 minutes
On-Demand
Free-Video
IEEE

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

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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

Exponentially Faster Massively Parallel Maximal Matching

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Discover advanced techniques for optimizing parallel maximal matching algorithms, enhancing efficiency and scalability in large-scale data processing.
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1 Lesons
23 minutes
On-Demand
Free-Video
TheIACR

Faster Algorithms for Approximate Common Divisors

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Explore faster algorithms for approximate common divisors, enhancing security in fully homomorphic encryption schemes and addressing key recovery attacks in various cryptographic contexts.
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16 Lesons
25 minutes
On-Demand
Free-Video
TheIACR

Efficient MPC Constructions - Eurocrypt 2023 Session

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Explore cutting-edge advancements in secure multi-party computation protocols, focusing on efficiency improvements and novel constructions in cryptography.
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1 Lesons
45 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Quantum Computation of Stopping Power for Inertial Fusion Target Design

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Explores quantum computation for calculating stopping power in inertial fusion, adapting electronic structure algorithms for non-equilibrium dynamics and finite temperature conditions.
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1 Lesons
54 minutes
On-Demand
Free-Video
TheIACR

Mind Your Path: Analyzing the Markov Cipher Assumption - Award Paper Session

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Explore cutting-edge research on cryptographic algorithms and their security assumptions in this award-winning session from Fast Software Encryption 2023.
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11 Lesons
26 minutes
On-Demand
Free-Video
TheIACR

Alternative Sieving Strategies for the Number Field Sieve - AC 2023

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Explore innovative sieving strategies for the Number Field Sieve algorithm, enhancing cryptanalysis techniques and advancing computational number theory.
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1 Lesons
22 minutes
On-Demand
Free-Video

Energy Efficient BCrypt Cracking - Techniques and Strategies

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Explore energy-efficient techniques for cracking bcrypt hashes, focusing on optimizing hardware and software for improved performance and reduced power consumption.
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1 Lesons
48 minutes
On-Demand
Free-Video
Churchill CompSci Talks

Sorting Networks - Harnessing Instruction-Level Parallelism for Efficient Sorting

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Explore sorting networks: a parallel approach to comparison-based sorting that can achieve sub-linear time complexity, offering significant speed-up opportunities over traditional methods.
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1 Lesons
24 minutes
On-Demand
Free-Video
Simons Institute

Polar Codes for IDS Channels

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Explore polar codes for IDS channels, addressing numerical instability, partial stragglers, and worker computation time in sparse matrix scenarios. Learn recent contributions to overcome these challenges.
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1 Lesons
39 minutes
On-Demand
Free-Video
Simons Institute

Precoded Polar Codes With High Error-Correction Capability

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Explore recent advancements in precoded polar codes, focusing on low-complexity design, high error-correction capability, and efficient decoding for improved communication systems.
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1 Lesons
30 minutes
On-Demand
Free-Video
IEEE

Efficient Design and Implementation of Polynomial Hash Functions over Prime Fields

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Explore efficient design and implementation techniques for polynomial hash functions in prime fields, enhancing cryptographic security and performance.
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1 Lesons
16 minutes
On-Demand
Free-Video
USENIX

Kosmo: Efficient Online Miss Ratio Curve Generation for Eviction Policy Evaluation

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Efficient algorithm for generating miss ratio curves to evaluate cache eviction policies, reducing memory overhead and improving throughput compared to existing methods.
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1 Lesons
19 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Optimizing the Protection of IoT Devices

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Optimizing IoT device protection through innovative blacklist creation and evaluation. Proposes the Attacker IP Prioritizer algorithm and a standardized methodology for assessing blacklist effectiveness in resource-constrained environments.
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16 Lesons
26 minutes
On-Demand
Free-Video
IEEE

Balancing Straight-Line Programs

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Explore efficient algorithms for grammar-based compression, focusing on size, depth, and random access in straight-line programs and their applications to trees and circuits.
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13 Lesons
20 minutes
On-Demand
Free-Video
GDC

Indexing and Iterating Design Space Permutations

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Explore mathematical techniques for indexing and iterating design space permutations, focusing on perfect hash functions for efficient game state conversion and representation.
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20 Lesons
28 minutes
On-Demand
Free-Video
GDC

Machine Learning for Optimal Matchmaking

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Explore TrueMatch, a machine learning approach for optimizing matchmaking in real-time, balancing player skill, wait times, and other metrics for improved gaming experiences.
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45 Lesons
54 minutes
On-Demand
Free-Video
USENIX

Practicably Boosting the Processing Performance of BFS-like Algorithms on Semi-External Graph System via I-O-Efficient Graph Ordering

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Explores innovative techniques to enhance BFS-like algorithm performance on semi-external graph systems, focusing on I/O efficiency improvements through strategic graph data pre-processing.
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13 Lesons
15 minutes
On-Demand
Free-Video
media.ccc.de

0x5f3759df - Ein WTF für mehr FPS

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Entdecken Sie die Geheimnisse hinter dem berühmten Quake III Arena-Algorithmus zur schnellen Berechnung des Kehrwerts von Quadratwurzeln und dessen anhaltende Relevanz in der Computergrafik.
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1 Lesons
55 minutes
On-Demand
Free-Video
USENIX

TACCL - Guiding Collective Algorithm Synthesis Using Communication Sketches

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Innovative tool for synthesizing efficient communication algorithms in multi-GPU machine learning, outperforming NCCL and accelerating model training across various hardware configurations.
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1 Lesons
15 minutes
On-Demand
Free-Video
PHP UK Conference

99 Problems, But The Search Ain't One

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Explore advanced search techniques and problem-solving strategies for PHP developers, focusing on efficient algorithms and data structures to optimize search functionality.
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1 Lesons
1 hour
On-Demand
Free-Video
GOTO Conferences

Propagators Part 1

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Explore algorithms for information propagation, including CRDTs, Datalog, and SAT solving. Learn about Sussman and Radul's propagators and Kuper's lattice variables, blending frameworks for consistent, terminating results.
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1 Lesons
33 minutes
On-Demand
Free-Video
TheIACR

Improved Progressive BKZ Algorithms and Their Precise Cost Estimation by Sharp Simulator

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Explore advanced lattice-based cryptanalysis techniques, focusing on improved Progressive BKZ algorithms and precise cost estimation using a sharp simulator.
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1 Lesons
24 minutes
On-Demand
Free-Video
TheIACR

Faster Algorithms for Solving LPN

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Explore advanced techniques for solving the Learning Parity with Noise (LPN) problem, focusing on improved algorithms and their implications for cryptography.
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1 Lesons
25 minutes
On-Demand
Free-Video
TheIACR

Efficiently Computing Data Independent Memory Hard Functions

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Explore efficient computation of data-independent memory hard functions, covering complexity, attacks, and practical applications in cryptography and security.
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16 Lesons
24 minutes
On-Demand
Free-Video
TheIACR

Optimization of LPN Solving Algorithms

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Explore optimization techniques for LPN solving algorithms, including sparse secret, claw reduce, drop reduce, and code reduce methods. Learn about their applications and effectiveness.
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12 Lesons
33 minutes
On-Demand
Free-Video
TheIACR

Faster Algorithms for Isogeny Problems Using Torsion Point Images

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Explore advanced cryptographic techniques using torsion point images to accelerate algorithms for isogeny problems, enhancing efficiency in post-quantum cryptography.
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1 Lesons
26 minutes
On-Demand
Free-Video
USENIX

Bridging the Gap between QoE and QoS in Congestion Control - A Large-scale Mobile Web Service Perspective

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Explore a novel approach to enhance mobile web services by bridging Quality of Experience and Quality of Service in congestion control, improving user experience through adaptive algorithms.
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1 Lesons
17 minutes
On-Demand
Free-Video
code::dive conference

Small Lie in Big O

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Explore algorithmic complexity, Big O notation, and common misconceptions in performance analysis. Gain insights to improve code efficiency and optimize algorithms.
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1 Lesons
40 minutes
On-Demand
Free-Video
code::dive conference

How It's Done - Sorting Algorithms

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Explore various sorting algorithms, their implementations in C and C++, and optimization techniques. Gain insights into the evolution of sorting methods from basic to highly efficient approaches used in modern libraries.
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1 Lesons
43 minutes
On-Demand
Free-Video
CppNow

Practical SIMD Acceleration with Boost.SIMD

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Explore SIMD acceleration techniques using Boost.SIMD library. Learn to optimize algorithms, abstract hardware, and leverage SIMD registers for efficient parallel computing across various platforms.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
CppNow

Metaprogramming for the Brave

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Explore advanced C++ metaprogramming techniques for library writers, including creative uses of generalized constant expressions and compiler optimization strategies.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
CppNow

Pulling Visitors

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Explore Boost.Coroutine to invert visitor-based control flows, combining it with Boost.Graph for improved algorithm stepping and resumption. Learn a more readable and maintainable approach to visitor-based programming.
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1 Lesons
56 minutes
On-Demand
Free-Video
CppNow

Sorting in Less Than O(n log n) - Generalizing and Optimizing Radix Sort

0 rewiews
Explore advanced sorting techniques beyond O(n log n), focusing on generalizing and optimizing radix sort for various data types in C++. Learn to implement faster sorting algorithms for improved performance.
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23 Lesons
1 hour 36 minutes
On-Demand
Free-Video
CppNow

You Can Do Better than std - unordered_map - New Improvements to Hash Table Performance

0 rewiews
Explore advanced hash table implementations and optimizations beyond std::unordered_map, including Robin Hood Hashing, SIMD instructions, and node-based container improvements for enhanced performance and memory efficiency.
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28 Lesons
1 hour 31 minutes
On-Demand
Free-Video
CppNow

Implementing Fast Calendar Algorithms - Speeding Date

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Optimizing calendar algorithms for modern CPUs: strength reduction, data dependency breaking, and historical insights. Faster implementations for leap year checks and last day of month calculations.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
EuroPython Conference

Winning Card Games with 1000+ CPUs

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Explore how AWS Lambda and Python concurrency can optimize a genetic algorithm for winning the SushiGo card game, discussing implementation, challenges, and results.
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20 Lesons
42 minutes
On-Demand
Free-Video
EuroPython Conference

Supercharge Your Deep Learning Algorithms with Optimized Software

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Optimize deep learning algorithms on Intel architecture using Intel® MKL for training and Intel® nGraph and OpenVINO™ for inferencing, enhancing runtime performance.
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15 Lesons
22 minutes
On-Demand
Free-Video
NDC Conferences

Fastware

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Explore optimization techniques for modern computing, from silicon-oriented methods to algorithm adjustments, enhancing performance in speech recognition, self-driving cars, and AI.
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13 Lesons
1 hour 2 minutes
On-Demand
Free-Video
ACM SIGPLAN

The One Pass (OP) Compactor - An Intellectual Abstract

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Explore a novel compaction algorithm that reduces heap fragmentation with a single pass, improving efficiency in memory management and garbage collection.
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1 Lesons
18 minutes
On-Demand
Free-Video
NDC Conferences

Little Red Riding Hood & the K-D Tree Forest

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Explore k-d tree implementation through a fairy tale analogy, delving into C++ intricacies, optimization challenges, and data structure design principles in this engaging programming journey.
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1 Lesons
51 minutes
On-Demand
Free-Video
Devoxx

How Modern SQL Databases Come up with Algorithms that You Would Have Never Dreamed Of

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Explore how modern SQL databases use advanced optimization techniques to outperform hand-written algorithms, making SQL the ideal language for complex data retrieval and business logic.
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1 Lesons
51 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
CppCon

Optimizing Binary Search - Advanced Techniques and Performance Improvements

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Explore advanced techniques to optimize binary search, including branchless programming, memory layout optimization, and SIMD instructions, achieving up to 15x speedup over std::lower_bound.
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28 Lesons
58 minutes
On-Demand
Free-Video
ChemicalQDevice

Quantum Algorithm Time Complexity Analysis and Future QML/QiML

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Analyze quantum algorithm time complexity and explore future developments in quantum machine learning, with insights from leading researchers.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Discover AI

Scattered Forest Search: A New Algorithm for Code Generation with LLMs

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Explore the innovative Scattered Forest Search algorithm for optimizing code generation with LLMs, covering implementation techniques, theoretical foundations, and benchmark performance.
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8 Lesons
22 minutes
On-Demand
Free-Video