ML Fundamentals

What does GPT in ChatGPT do?

MSR-IISc AI Seminar Series: On Learning-Aware Mechanism Design - Michael I. Jordan

ChatGPT and Reinforcement Learning

Food for Diffusion

Understanding and Avoiding Data Leakage with Hamel Husain

Pythae: Unifying Generative Autoencoder Implementations in PyTorch

Chat GPT Rewards Model Explained!

Machine Learning for Combinatorial Optimization: Some Empirical Studies

Machine learning assisted hyper-heuristics for online combinatorial optimization problems

Accelerate PyTorch Training on Mac Platforms Using MPS Backend: Partner Talk at PT Conf. 2022

Model Preparation Federated Learning and Device Computation

Curse of Dimensionality - EXPLAINED!

An Interview With D. Sculley For Gradient Dissent

10 Years of Impact - Oxford Impact Investing Programme

Regularization - Explained!

Google A.I. Diffusion Image Editing w/ Prompt to Prompt

Breaking Linear Regression

Panel discussion and research talk: Computational advances in climate risk assessment

Plenary: The fifth paradigm of scientific discovery [ASL version]

Plenary: The fifth paradigm of scientific discovery

The Wrong Batch Size Will Ruin Your Model

Probability for Machine Learning!

Contrastive Learning in PyTorch - Part 2: CL on Point Clouds

If You Give a Mouse (two) Loss Functions : Multi Objective Optimization