April 2025 – Page 2 – Andrew Fairless, Ph.D.

What I Read: Shapley Interactions

By Andrew Fairless on April 8, 2025December 30, 2024

https://mindfulmodeler.substack.com/p/what-are-shapley-interactions-and What Are Shapley Interactions, and Why Should You Care?Christoph MolnarDec 03, 2024 “Shapley values are the go-to method for explainable AI because they are easy to interpret and theoreticallyContinue readingWhat I Read: Shapley Interactions

What I Read: Pooling, Graph Neural Networks

By Andrew Fairless on April 7, 2025December 29, 2024

https://gnn-pooling.notion.site/1-3-pooling-in-graph-neural-networks Pooling in Graph Neural NetworksBy FILIPPO MARIA BIANCHIDecember 2024 “Despite their success, scaling GNNs to handle larger and more complex graphs remains a significant challenge. Graph pooling plays aContinue readingWhat I Read: Pooling, Graph Neural Networks

What I Read: ML, Go

By Andrew Fairless on April 3, 2025December 28, 2024

https://eli.thegreenplace.net/2024/gomlx-ml-in-go-without-python/#footnote-reference-2 GoMLX: ML in Go without PythonEli BenderskyNovember 22, 2024 at 07:00 “GoMLX is a relatively new Go package for ML that deserves some attention.”

What I Read: Implementing Raft

By Andrew Fairless on April 2, 2025December 28, 2024

https://eli.thegreenplace.net/2020/implementing-raft-part-0-introduction Implementing Raft: Part 0 – IntroductionFebruary 22, 2020 at 20:33 “The goal of this series of posts is to describe a fully functioning and rigorously tested implementation of Raft,Continue readingWhat I Read: Implementing Raft

What I Read: Reward Hacking

By Andrew Fairless on April 1, 2025December 21, 2024

https://lilianweng.github.io/posts/2024-11-28-reward-hacking Reward Hacking in Reinforcement LearningLilian WengNovember 28, 2024 “Reward hacking occurs when a reinforcement learning (RL) agent exploits flaws or ambiguities in the reward function to achieve high rewards,Continue readingWhat I Read: Reward Hacking

Month: April 2025