Tagging (a.k.a. Sequence labeling)

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Related lectures (51)

Discrete-Time Markov Chains: Absorbing Chains Examples Log in to Mediaspace to watch this video

Explores examples of absorbing chains in discrete-time Markov chains, focusing on transition probabilities.

Markov Chain Games Log in to Mediaspace to watch this video

Explores Markov chain games, hitting probabilities, and expected hitting times in a target set.

Reinforcement Learning: Markov Processes and Policy Optimization Log in to Mediaspace to watch this video

Covers Markov processes, decision rules, and policy optimization techniques in reinforcement learning.

Markov Chain Convergence Log in to Mediaspace to watch this video

Explores Markov chain convergence, emphasizing invariant distribution, Law of Large Numbers, and mean rewards computation.

Information Extraction: Algorithms and Techniques Log in to Mediaspace to watch this video

Explores algorithms and techniques for information extraction, including Viterbi algorithm, named entities recognition, and distant supervision.

Reinforcement Learning: Basics and Applications Log in to Mediaspace to watch this video

Covers the basics of reinforcement learning, including Markov Decision Processes and policy gradient methods, and explores real-world applications and recent advances.

Dynamic Programming: Optimal Control Log in to Mediaspace to watch this video

Explores Dynamic Programming for optimal control, covering machine replacement, Markov chains, control policies, and linear quadratic problems.

American Options: Pricing and Strategies Log in to Mediaspace to watch this video

Explores American options, including pricing methods, exercise boundaries, and replicating strategies.

Advanced Information Theory: F-Divergences and Generalization Error Log in to Mediaspace to watch this video

Covers f-divergences and generalization error in advanced information theory.

Chemical Reactions: Transformer Architecture Log in to Mediaspace to watch this video

Explores atom mapping in chemical reactions and the transition to reaction grammar using the transformer architecture.

Group Membership and View Synchrony Log in to Mediaspace to watch this video

Explores group membership and view synchrony in distributed systems, ensuring accurate knowledge and coordinated views.

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