Interpretability in deep learning for finance: A case study for the Heston model

Deep learning is increasingly used in financial modeling, but its lack of transparency raises risks. Using the well-known ...
Forbes

What’s In The Box? Decoding AI Model Interpretability

Rob Futrick, Anaconda CTO, drives AI & data science innovation. 25+ years in tech, ex-Microsoft, passionate mentor for STEM diversity. As artificial intelligence (AI) models grow in complexity, ...

Guide Labs debuts a new kind of interpretable LLM

The company open-sourced an 8 billion parameter LLM, Steerling-8B, trained with a new architecture designed to make its ...
ZDNet

Explainable AI: A guide for making black box machine learning models explainable

Machine learning is taking the world by storm, helping automate more and more tasks. As digital transformation expands, the volume and coverage of available data grows, and machine learning sets its ...
Geeky Gadgets

Discover the AI Tool That Makes AI Less Mysterious – Google Gemma Scope

In the rapidly evolving world of artificial intelligence, language models stand as pillars of innovation, learning from vast datasets to understand and generate human-like text. These models, however, ...
Yahoo Finance

Martian Invents Model Router that Beats GPT-4 by Using Breakthrough “Model Mapping” Interpretability Technique; Receives $9 Million in Funding from Top VCs

SAN FRANCISCO, CA / ACCESSWIRE / November 15, 2023 / Today Martian emerges from stealth with the Model Router, an orchestration layer solution that routes each individual query to the best LLM in real ...
ascopubs.org

Improved Interpretability of Machine Learning Model Using Unsupervised Clustering: Predicting Time to First Treatment in Chronic Lymphocytic Leukemia

A total of 737 treatment-naïve patients with CLL diagnosed at Mayo Clinic were included in this study. We compared predictive abilities for two survival models (Cox proportional hazards and random ...