Rsqrd AI - Umang Bhatt - Challenges in Deploying Explainable Machine Learning

preview_player
Показать описание
Umang Bhatt is a Ph.D. student in the Machine Learning Group at the University of Cambridge. His research interests lie in statistical machine learning, explainable artificial intelligence, and human-machine collaboration. In this talk, Umang will be presenting research done in collaboration with Partnership on AI, where he is a Research Fellow. Specifically his work on understanding how explainability is used in the industry, what are the limitations of existing explainability techniques and how the community can move the state of the art of explainability forward.

This talk mentions the following papers:
  1. Rsqrd AI
  2. ai
  3. explainability
  4. deployment
  5. cambridge
  6. partnership on ai
Рекомендации по теме
Rsqrd AI - 0:59:38

Rsqrd AI - Umang Bhatt - Challenges in Deploying Explainable Machine Learning

ADSAI 2022 | 0:35:19

ADSAI 2022 | Umang Bhatt: Challenges and Frontiers in Deploying Transparent Machine Learning

ADSAI 2022 | 0:35:19

ADSAI 2022 | Umang Bhatt: Challenges and Frontiers in Deploying Transparent Machine Learning

Challenges and Frontiers 1:04:19

Challenges and Frontiers in Deploying Transparent ML - Umang Bhatt, University of Cambridge

MedTech Insights with 0:50:20

MedTech Insights with Guests Umang Bhatt & Henry Peck

Explainable Machine Learning 0:08:41

Explainable Machine Learning in Deployment

Challenges in Machine 0:20:20

Challenges in Machine Learning From Model Building to Deployment at Scale

Bridging the Gap 0:25:30

Bridging the Gap Between Research and Production in Machine Learning with Snorkel AI

AAAI'21 SMIL: Multimodal 0:15:13

AAAI'21 SMIL: Multimodal Learning with Severely Missing Modality (15 min intro)

A Survey on 0:59:25

A Survey on the Explainability of Supervised Machine Learning

Episode #62: How 0:32:04

Episode #62: How Explainable AI Keeps Decision-Making Algos Understandable, Efficient, & Trustwo...

Challenges of Deploying 0:45:23

Challenges of Deploying Machine Learning - It’s a Team Sport and It Takes an Enterprise Village

Challenges in development 0:00:33

Challenges in development and deployment of ML model #machinelearning #ml #shorts #development

Understanding the Challenges 1:00:43

Understanding the Challenges of Deploying AI in Retail

Industry Discussion on 0:05:22

Industry Discussion on Challenges in Deploying Artificial Intelligence in Healthcare

Fusion of Multi-Modal 0:56:23

Fusion of Multi-Modal Data Stream for Clinical Event Prediction - Imon Banerjee, PhD

Automated Storytelling via 0:20:29

Automated Storytelling via Causal, Commonsense Plot Ordering

FTA: Overview 0:17:37

FTA: Overview