AI & Machine Learning

Deep learning, language models, reinforcement learning, statistical learning theory, representation learning, and vision.

8 courses · 111 standalone talks · 283 lectures

All AI & ML Language Models & NLP (114)Deep Learning (87)Statistical Learning & Causality (60)Algorithms & Data Structures (43)Reinforcement Learning (38)Complex Systems & Scaling (21)Neuroscience & Cognition (19)Probability & Information Theory (17)machine learning (15)Moral & Political Philosophy (14)

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Chapters · Duration

UCL / DeepMind RL Lecture 1: Introduction to Reinforcement Learning

UCL / DeepMind RL Lecture 1: Introduction to Reinforcement Learning

COMP0089 · Lec 1 · David Silver · Google DeepMind

David Silver Google DeepMind

1:28:12

Emerging Threats in LLM Privacy and Poisoning

Emerging Threats in LLM Privacy and Poisoning

AI & ML·Research Seminar · Robin Staab · Caltech

Robin Staab Caltech

47:17

Machine Text Detectors are Membership Inference Attacks

Machine Text Detectors are Membership Inference Attacks

Systems & CS·Research Seminar · Ryoto Koike · Google Research & TechTalks

Ryoto Koike Google Research & TechTalks

53:30

Transmission Versus Truth: What Will It Take to Make an Al as Smart as a 4-Year-Old?

Transmission Versus Truth: What Will It Take to Make an Al as Smart as a 4-Year-Old?

SFI-CX · Lec 5 · Santa Fe Institute Faculty · Santa Fe Institute

Santa Fe Institute Faculty Santa Fe Institute

1:27:20

Lecture 16: Adversarial Examples and Adversarial Training (CS231n)

Lecture 16: Adversarial Examples and Adversarial Training (CS231n)

CS231n · Lec 16 · Ian Goodfellow · Stanford University

Ian Goodfellow Stanford University

1:21:46

Lecture 9: Exploration and Exploitation (COMP0089)

Lecture 9: Exploration and Exploitation (COMP0089)

COMP0089 · Lec 9 · David Silver · Google DeepMind

David Silver Google DeepMind

1:39:18

Reinforcement Learning Part 2/2 (CS 188)

Reinforcement Learning Part 2/2 (CS 188)

CS 188 · Lec 11 · Pieter Abbeel · UC Berkeley

Pieter Abbeel UC Berkeley

1:25:00

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