Unsupervised Representation Learning with Predictive Coding
TLDR; Here’s a vanilla implementation of unsupervised predictive coding in PyTorch.
News!
- I will be at NeurIPS 2025 in San Diego, CA, USA presenting work on mixture-of-experts models for survival analysis in two places: 1) the Machine Learning for Health Symposium and 2) the Learning from Time Series for Health.
- I will be attending ICLR 2024 in Vienna, Austria! Check out the work I'll be presenting: Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
- I will be attending LREC-COLING 2024 in Turin, Italy! Check out that work here: Social Orientation: A New Feature for Dialogue Analysis
Recent posts
Yet Another Variational Autoencoders Tutorial
TLDR; I’m working through the details of VAEs once and for all.
ICLR 2024 Roundup
TLDR; I’m sharing my personal reactions to ICLR 2024.
MS in Computer Science at Columbia: Semester Two, Spring 2023
TLDR; I finished the second semester (spring ‘23) of my MSCS program at Columbia.
MS in Computer Science at Columbia: Semester One, Fall 2022
TLDR; I finished the first semester (fall ‘22) of my MSCS program at Columbia.