Advances in Machine Learning

Mon, Aug 5, 2:00 PM - 3:50 PM

Behnaz MoradijameiChair

Section on Statistical Learning and Data Science

7 Presentations

A Study of AFib Detection with Machine Learning Algorithms

2:05 PM - 2:20 PM

Cuixian Chen (University of North Carolina-Wilmington)

Co-authors: Sahil Patel (Duke University), Maximilian Wang (University of North Carolina Wilmington), Justin Guo (University of North Carolina at Chapel Hill), Georgia Smith (University of Colorado's Anschutz Medical Campus)

Classifying violent anti-government conflicts in Mexico: A machine learning framework

2:20 PM - 2:35 PM

Vishal Subedi

Co-authors: Harsh Hemant Shah (University of Minnesota), Benjamin Bagozzi (University of Delaware), Somya Sharma (University of Minnesota), Snigdhansu Chatterjee (University of Minnesota)

Distributionally Robust Machine Learning with Multi-source Data

2:35 PM - 2:50 PM

Zhenyu Wang (Rutgers University)

Co-authors: Peter Bühlmann (ETH Zurich), Zijian Guo (Rutgers University)

Electrodermal activity based on-device machine learning for multidimensional substance use data stre

2:50 PM - 3:05 PM

Stefan Bruendl (University of Massachusetts Dartmouth & Chan Medical School)

Co-authors: Hua Fang, Honggang Wang

Feasibility of Monitoring Nocturnal Tonic Seizures with Wearable Devices and Machine Learning

3:05 PM - 3:20 PM

Louis Faust (Mayo Clinic)

Co-authors: Richard (Jie) Cui (Mayo Clinic), Andrea Duque Lopez (Mayo Clinic), Gabriella C. Brinkmann (Mayo Clinic), Julianna H. Ethridge (Mayo Clinic), Boney Joseph (Mayo Clinic), Divyanshu Dubey (Mayo Clinic), Benjamin Brinkmann (Mayo Clinic)

Learning to Localize: Practical Algorithms for Online Weighted Conformal Prediction

3:20 PM - 3:35 PM

Tiffany Ding (University of California, Berkeley)

Co-authors: Anastasios Angelopoulos (University of California, Berkeley), Michael Jordan (Univ of California-Berkeley), Ryan Tibshirani (Carnegie Mellon University)

Multiple-Output Composite Quantile Regression Through an Optimal Transport Lens

3:35 PM - 3:50 PM

Xuzhi Yang

Co-authors: Tengyao Wang