Bert Huang

@UCleP-FrLBsyu33GUShi3XaQ - 11.3K subscribers

This channel is a mix of personal, research, and teaching videos.

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A Bird's Eye View of Recommender Systems

A Bird's Eye View of Recommender Systems Bert Huang

872 views - 4 years ago

A bird's eye view of neural networks

A bird's eye view of neural networks Bert Huang

945 views - 4 years ago

Experimenting with JAX | AI Professor Improvises Chess Programming #16

Experimenting with JAX | AI Professor Improvises Chess Programming #16 Bert Huang

912 views - 4 years ago

Debugging Because Nothing is Working | AI Professor Improvises Chess Programming #15

Debugging Because Nothing is Working | AI Professor Improvises Chess Programming #15 Bert Huang

1.1K views - 4 years ago

Attempting Experience Replay | AI Professor Improvises Chess Programming #14

Attempting Experience Replay | AI Professor Improvises Chess Programming #14 Bert Huang

365 views - 4 years ago

Random Projections | AI Professor Improvises Chess Programming #13

Random Projections | AI Professor Improvises Chess Programming #13 Bert Huang

421 views - 4 years ago

Actual Reinforcement Learning | AI Professor Improvises Chess Programming #12

Actual Reinforcement Learning | AI Professor Improvises Chess Programming #12 Bert Huang

2.6K views - 4 years ago

Fixing Bugs in Fake Reinforcement Learning | AI Professor Improvises Chess Programming #11

Fixing Bugs in Fake Reinforcement Learning | AI Professor Improvises Chess Programming #11 Bert Huang

235 views - 4 years ago

Setting up for Reinforcement Learning | AI Professor Improvises Chess Programming #10

Setting up for Reinforcement Learning | AI Professor Improvises Chess Programming #10 Bert Huang

879 views - 4 years ago

Fixing (?) Quiescence Search | AI Professor Improvises Chess Programming #9

Fixing (?) Quiescence Search | AI Professor Improvises Chess Programming #9 Bert Huang

663 views - 4 years ago

Refactoring & Trying to Spell Quiescence Search | AI Professor Improvises Some Chess Programming #8

Refactoring & Trying to Spell Quiescence Search | AI Professor Improvises Some Chess Programming #8 Bert Huang

237 views - 4 years ago

Time Management Prototype | AI Professor Improvises Some Chess Programming #7

Time Management Prototype | AI Professor Improvises Some Chess Programming #7 Bert Huang

264 views - 4 years ago

Introducing Bugs and Not Fixing Them | AI Professor Improvises Some Chess Programming #6

Introducing Bugs and Not Fixing Them | AI Professor Improvises Some Chess Programming #6 Bert Huang

206 views - 4 years ago

Attempting Alpha-Beta Pruning | AI Professor Improvises Some Chess Programming #5

Attempting Alpha-Beta Pruning | AI Professor Improvises Some Chess Programming #5 Bert Huang

1.1K views - 4 years ago

Pruning the Search Tree | AI Professor Improvises Some Chess Programming #4

Pruning the Search Tree | AI Professor Improvises Some Chess Programming #4 Bert Huang

437 views - 4 years ago

Making Moves on Lichess, but Now Slowly! | AI Professor Improvises Some Chess Programming #3

Making Moves on Lichess, but Now Slowly! | AI Professor Improvises Some Chess Programming #3 Bert Huang

416 views - 4 years ago

Slight Improvements to Heuristic | AI Professor Improvises Some Chess Programming #2

Slight Improvements to Heuristic | AI Professor Improvises Some Chess Programming #2 Bert Huang

490 views - 4 years ago

Trading a Queen for a Pawn | AI Professor Improvises Some Chess Programming #1

Trading a Queen for a Pawn | AI Professor Improvises Some Chess Programming #1 Bert Huang

1.9K views - 4 years ago

What is soft or max about the softmax function?

What is soft or max about the softmax function? Bert Huang

1.2K views - 5 years ago

Avoid Numerical EXPLOSIONS with the Log Sum Exp Trick

Avoid Numerical EXPLOSIONS with the Log Sum Exp Trick Bert Huang

2.6K views - 5 years ago

What Decision Makers Should Know About Machine Learning

What Decision Makers Should Know About Machine Learning Bert Huang

483 views - 5 years ago

Fairness in Machine Learning

Fairness in Machine Learning Bert Huang

2.9K views - 6 years ago

Reduced-Bias Co-Trained Ensembles for Weakly Supervised Cyberbullying Detection

Reduced-Bias Co-Trained Ensembles for Weakly Supervised Cyberbullying Detection Bert Huang

280 views - 6 years ago

Relating the Binary and Multi-class Perceptron (handwritten notes)

Relating the Binary and Multi-class Perceptron (handwritten notes) Bert Huang

2.7K views - 6 years ago

Perceptrons are Weird! (handwritten notes)

Perceptrons are Weird! (handwritten notes) Bert Huang

479 views - 6 years ago

Lagrangian relaxation (handwritten notes)

Lagrangian relaxation (handwritten notes) Bert Huang

5.7K views - 6 years ago

Back Propagation

Back Propagation Bert Huang

5.3K views - 7 years ago

The Worst Unboxing Video of NVIDIA Titan V

The Worst Unboxing Video of NVIDIA Titan V Bert Huang

1.4K views - 7 years ago

monk parakeets of barcelona

monk parakeets of barcelona Bert Huang

2.3K views - 7 years ago

All Lagrangian Duals (of Minimizations) are Concave

All Lagrangian Duals (of Minimizations) are Concave Bert Huang

1.1K views - 7 years ago

Have Yourself a Merry Little Christmas

Have Yourself a Merry Little Christmas Bert Huang

1.7K views - 8 years ago

Thoughts from NeurIPS 2017

Thoughts from NeurIPS 2017 Bert Huang

4.7K views - 8 years ago

Beyond Parity: Fairness Objectives for Collaborative Filtering

Beyond Parity: Fairness Objectives for Collaborative Filtering Bert Huang

661 views - 8 years ago

Particle Filters

Particle Filters Bert Huang

44.4K views - 9 years ago

First Order Logic Overview

First Order Logic Overview Bert Huang

2.4K views - 9 years ago

Passive Reinforcement Learning

Passive Reinforcement Learning Bert Huang

15.2K views - 9 years ago

Probability Basics

Probability Basics Bert Huang

1.8K views - 9 years ago

A* Optimality Bert Huang

20.7K views - 9 years ago

Pruning (Alpha-Beta)

Pruning (Alpha-Beta) Bert Huang

2.8K views - 9 years ago

Adversarial search for game playing artificial intelligence

Adversarial search for game playing artificial intelligence Bert Huang

1K views - 9 years ago

Ungrateful Baby Woodpecker

Ungrateful Baby Woodpecker Bert Huang

4.2K views - 9 years ago

Model Complexity and VC Dimension

Model Complexity and VC Dimension Bert Huang

38.9K views - 10 years ago

What is Learning Theory?

What is Learning Theory? Bert Huang

3.8K views - 10 years ago

Graphical Models Wrap up

Graphical Models Wrap up Bert Huang

3.7K views - 10 years ago

Belief Propagation

Belief Propagation Bert Huang

67.3K views - 10 years ago

Undirected Graphical Models

Undirected Graphical Models Bert Huang

81.1K views - 10 years ago

Hidden Markov Models

Hidden Markov Models Bert Huang

94.3K views - 10 years ago

Markov Models Bert Huang

15.9K views - 10 years ago

17 Probabilistic Graphical Models and Bayesian Networks

17 Probabilistic Graphical Models and Bayesian Networks Bert Huang

108K views - 10 years ago

15.1 GMM Degeneracy

15.1 GMM Degeneracy Bert Huang

1.4K views - 10 years ago

16 Variational EM and K Means

16 Variational EM and K Means Bert Huang

4.7K views - 10 years ago

15 Clustering and Mixture Models

15 Clustering and Mixture Models Bert Huang

2.9K views - 10 years ago

14 Principal Component Analysis

14 Principal Component Analysis Bert Huang

1.6K views - 10 years ago

11 Feature Maps and Kernels

11 Feature Maps and Kernels Bert Huang

2.2K views - 10 years ago

10 Dual SVM and Kernels

10 Dual SVM and Kernels Bert Huang

11.3K views - 10 years ago

11 Feature Maps and Kernels

11 Feature Maps and Kernels Bert Huang

6.1K views - 10 years ago

13 Regression Bert Huang

1K views - 10 years ago

12 SMO and Stochastic SVM

12 SMO and Stochastic SVM Bert Huang

12.5K views - 10 years ago

9 Support Vector Machines

9 Support Vector Machines Bert Huang

6.4K views - 10 years ago

7 Learning Objective Functions

7 Learning Objective Functions Bert Huang

1.8K views - 10 years ago