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Related lectures (19)
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Newton's method on Riemannian manifolds
Covers Newton's method on Riemannian manifolds, focusing on second-order optimality conditions and quadratic convergence.
Martingale Convergence Theorem: Proof and Stopping Time
Explores the proof of the martingale convergence theorem and the concept of stopping time in square-integrable martingales.
Linear Programming: Extreme Points
Explores extreme points in linear programming and the role of constraints in finding optimal solutions.
Bellman Equation: Value Consistency and Optimal Actions
Covers the Bellman equation, Q-values, discount factor, and optimal actions.
Dynamic Arbitrage: Asset Pricing
Explores self-financing strategies, asset pricing theorems, and arbitrage opportunities in financial markets.
Policy Iteration and Linear Programming in MDPs
Discusses policy iteration and linear programming methods for solving Markov Decision Processes.
Entropy and Algorithms
Explores entropy's role in coding strategies and search algorithms, showcasing its impact on information compression and data efficiency.
Optimal Portfolio Allocation: Euler Equation and Dynamic Programming
Covers the Euler equation, dynamic programming, and optimal consumption in portfolio allocation.
Optimal Transport: Theory and Applications
Covers the theory and applications of optimal transport, focusing on infimal convolution and Kantorovich potentials.