TL;DR: Deep reinforcement learning (RL), a powerful learning framework to train AI agents, can be slow as it requires repeated interaction with a simulation of the environment. Our original WarpDrive accelerates multi-agent deep…
We summarize insights from our FAccT 2022 CRAFT workshop that focused on Concepts of Fairness & Transparency, Applied RAI Practices, Organizational Approaches to RAI & Cultural Change, and Public Policy & Regulation.
We surveyed 6,000 global leaders to find out how new technologies and expectations are changing the way businesses build relationships with customers. Here are the key findings and tips for success from our newest State of Marketing report.
A new Future Forum survey reveals the extent of the stress that middle managers are under. We explain how companies can reimagine these roles and reinvigorate the people in them.
AUTHORS: Chenghao Liu, Quang Pham, Doyen Sahoo, Donald Rose TL;DR: Nonstationary data, which changes its statistical properties over time, can make time series forecasting difficult. Despite the recent success of deep learning techniques…
Technical writers can break down complex ideas into clear content. When we looked to scale our multi-factor authentication efforts, a technical writer was our unsung hero.
The 5th edition of the Salesforce Nonprofit Trends Report is finally here. Many of the findings are surprising. Others are provocative. The intention behind the report? To help you move your mission forward.…