DrWhy.AI - Tools for Explainable Artificial Intelligence | AISC

Published on ● Video Link: https://www.youtube.com/watch?v=NxDrDNDmRKs



Duration: 50:46
553 views
17


For slides and more information on the paper, visit https://ai.science/e/dr-why-ai-tools-for-explainable-artificial-intelligence--UzJKauxN0tTUcHUyUv9m

Speaker: Hubert Baniecki; Host: Ali El-Sharif

Motivation:
DrWhy.AI is the collection of tools for Explainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and examination of predictive models. The main concept implies using model-agnostic post hoc explanations to visualize black-box model complex behavior.




Other Videos By LLMs Explained - Aggregate Intellect - AI.SCIENCE


2020-11-26De-identification of patients’ protected health information (PHI) from medical free-text | AISC
2020-11-24Interpretable Neural Networks for Panel Data Analysis in Economics | AISC
2020-11-23Meet the MLOps Experts, a fireside chat for newcomers to AI careers
2020-11-23Nodes, Edges and Properties; Graph Analysis Intro for ML Newcomers
2020-11-20Operationalizing AI in Business at Scale | AISC
2020-11-19Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT | AISC
2020-11-18Augmented Out-of-sample Comparison Method for Time Series Forecasting Techniques | AISC
2020-11-13Generating Ampicillin-Level Antimicrobial Peptides with Activity-Aware Generative Adversarial Net
2020-11-12Disparate Interactions: An Algorithms-in-the-loop Analysis of Fairness in Risk Assessment | AISC
2020-11-11[GATA] Learning Dynamic Belief Graphs to Generalize on Text-Based Games | AISC
2020-11-11DrWhy.AI - Tools for Explainable Artificial Intelligence | AISC
2020-11-06Similarity Search for Efficient Active Learning and Search of Rare Concepts | AISC
2020-11-06Identifying Influential Individuals in Complex Networks: An Overview | AISC
2020-11-05Da Xu (Walmart Labs): Inductive Representation Learning on Temporal Graphs | AISC
2020-11-04AI, Democracy, & Disinformation
2020-10-29Application of Bayesian neural networks for aircraft safety | AISC
2020-10-28AI and ML toward Telcom future | AISC
2020-10-27Investing in Emerging Technology & The Nuts & Bolts of How to Raise Money for your Startup | AISC
2020-10-23The People, Politics, & Histories Behind Machine Learning Datasets | AISC
2020-10-23Detecting and Correcting Unfairness in Machine Learning | AISC
2020-10-23Highly Recommended: A Fireside Chat with AISC's Resident Experts on Recommender Systems