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Multi-arm Bandits
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Related lectures (32)
Taylor Expansions: First Order
MOOC: Introduction to optimization on smooth manifolds: first order methods
Explores Taylor expansions of first order in optimization on manifolds.
Coin Change Problem
Explores the coin change problem, comparing greedy and dynamic programming algorithms for optimal solutions.
Algorithms in Computer Science: Search and Sort Techniques
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Provides an overview of essential search and sort algorithms in computer science.
Reliable Broadcast: Overview and Algorithms
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Explores reliable broadcast in distributed systems, presenting specifications, algorithms, and properties for different types of broadcast.
Group Membership and View Synchrony
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Explores group membership and view synchrony in distributed systems, ensuring accurate knowledge and coordinated views.
Introduction to Algorithms
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Introduces the importance of studying algorithms, presents a clever algorithm for calculating an arithmetic series, and discusses efficiency and correctness in algorithms.
Elements of computational complexity
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Covers classical and quantum computational complexity concepts and implications.
Optimization algorithms
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Covers optimization algorithms, focusing on Proximal Gradient Descent and its variations.
The Limitations of Registers
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Explores the constraints of using registers for achieving consensus among processes, showcasing proofs and lemmas.
Introduction to Algorithms
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Covers the concept of algorithms, loop invariants, and examples of algorithmic problem-solving.
Linear Programming: Extreme Points
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Explores extreme points in linear programming and the role of constraints in finding optimal solutions.
Optimization Algorithms
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Covers optimization algorithms, convergence properties, and time complexity of sequences and functions.
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