Trust and Causal Reasoning

Charles F Vardeman II

2023-08-01

Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives

Learn more: ArXiv Paper

Towards Trustworthy and Aligned ML Website

Towards Trustworthy and Aligned ML

Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives

Learn more: ArXiv Paper

Causal Reasoning

Learn more: Amazon Book of Why

Trustworthy ML Initiative (TrustML)

Learn more: Trustworthy ML Org

LLM Updates…

Gorilla API to Ground “Tool Use”

Learn more: Gorilla: Large Language Model Connected with Massive APIs

LLaMA2-Accessory

Learn more: LLaMA2-Accessory

MultiLingual Token Analysis

Learn more: Video: LLaMA2 Multilingual Models and Fine Tuning

Google Collab Notebook:

Red Team Update…

MetaAI DINOv2

Learn more: DINOv2 by Meta AI

MetaAI DINOv2 Huggingface Release

Learn more: DINOv2 by Meta AI Huggingface

Example notebook for DINOv2 Semantic Segmentation

Learn more: Linear probing of DINOv2 for semantic segmentation

Linear Regression Model for Reasoning

Learn more: TART: A plug-and-play Transformer module for task-agnostic reasoning

Linear Regression Model for Reasoning

Learn more: TART: A plug-and-play Transformer module for task-agnostic reasoning

SBoM Update…