Hidden Technical Debt in Machine Learning Systems
On 2 Nov, 2020 By admin 0 Comments
October, 2020
Abstract
Machine Learning
The Seven Tools of Causal Inference, with Reflections on Machine Learning
On 2 Nov, 2020 By admin 0 Comments
March, 2019
The Seven Tools of Causal Inference, with Reflections on Machine Learning
By Judea Pearl
Algorithms for Causal Reasoning in Probability Trees
On 2 Nov, 2020 By admin 0 Comments
October, 2020
Abstract
Feature Engineering Tools and Techniques for Better Classification Performance
On 31 Oct, 2020 By admin 0 Comments
Introduction to Machine Learning
On 25 Oct, 2020 By admin 0 Comments
Machine learning is a subfield of computer science and data science that evolved from the study of pattern recognition and computational learning theory in artificial intelligence.
Machine learning explores the construction and study of algorithms that can learn from and make predictions on data.Such algorithms operate by building a model from example inputs in order to make data-driven predictions or decisions, rather than following strictly static program instructions.
Adversarial Attacks Against Medical Deep Learning Systems
On 22 Oct, 2020 By admin 0 Comments
February, 2019
Abstract
Understanding Machine Learning - From Theory to Algorithms - Textbook
On 21 Oct, 2020 By admin 0 Comments
Shai Shalev-Shwartz, Shai Ben-David
2014
Software Engineering Challenges of Deep Learning
On 16 Oct, 2020 By admin 0 Comments
October, 2018
Abstract
Intelligent Tutoring System for Negotiation Skills Training
On 16 Oct, 2020 By admin 0 Comments
August, 2019
Abstract
Effective Favor Exchange for Human-Agent Negotiation Challenge at IJCAI 2020
On 16 Oct, 2020 By admin 0 Comments
September, 2020
Abstract
This document describes Pilot, our submission for Human-Agent Negotiation Challenge at IJCAI 2020. Pilot is a virtual human that participates in a sequence of three negotiations with a human partner. Our system is based on the Interactive Arbitration Guide Online (IAGO) negotiation framework. We leverage prior Affective Computing and Psychology research in negotiations to guide various key principles that define the behavior and personality of our agent. Pilot has been selected as one of the finalists for presentation at IJCAI.