6 citations · 13 across the 10 of their papers we have counts for
4 papers · 1 filter
Picasso: Model-free Feature Visualization
Binh Vu, Igor Markov
Today, Machine Learning (ML) applications can have access to tens of thousands of features. With such feature sets, efficiently browsing and curating subsets of most relevant featu…
Prioritizing Original News on Facebook
Xiuyan Ni, Shujian Bu, Igor L. Markov
This work outlines how we prioritize original news, a critical indicator of news quality. By examining the landscape and life-cycle of news posts on our social media platform, we i…
Personalization for Web-based Services using Offline Reinforcement Learning
Pavlos Athanasios Apostolopoulos, Zehui Wang, Hanson Wang +4
Large-scale Web-based services present opportunities for improving UI policies based on observed user interactions. We address challenges of learning such policies through model-fr…
Regular Expressions for Fast-response COVID-19 Text Classification
Igor L. Markov, Jacqueline Liu, Adam Vagner
Text classifiers are at the core of many NLP applications and use a variety of algorithmic approaches and software. This paper introduces infrastructure and methodologies for text…