Scott Yang

Publication Activity (10 Years)

Years Active: 2006-2019
Publications (10 Years): 19

Top Topics

Online Convex Optimization

Structured Prediction

Reference Points

Top Venues

Publications

Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes
AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles. CoRR (2019)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
Online Learning with Sleeping Experts and Feedback Graphs. ICML (2019)
Scott Yang, Silvia Lopez de Diego, Meysam Golmohammadi, Iyad Obeid, Joseph Picone
Semi-automated Annotation of Signal Events in Clinical EEG Data. CoRR (2018)
Mehryar Mohri, Scott Yang
Competing with Automata-based Expert Sequences. AISTATS (2018)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses. NeurIPS (2018)
Corinna Cortes, Giulia DeSalvo, Claudio Gentile, Mehryar Mohri, Scott Yang
Online Learning with Abstention. ICML (2018)
Silvia Lopez de Diego, Aaron Gross, Scott Yang, Meysam Golmohammadi, Iyad Obeid, Joseph Picone
An Analysis of Two Common Reference Points for EEGs. CoRR (2018)
Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. ICML (2017)
Mehryar Mohri, Scott Yang
Online Learning with Expert Automata. CoRR (2017)
Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Scott Yang
On-line Learning with Abstention. CoRR (2017)
Scott Yang, Mehryar Mohri
Online Learning with Transductive Regret. NIPS (2017)
Mehryar Mohri, Scott Yang
Structural Online Learning. ALT (2016)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
Structured Prediction Theory Based on Factor Graph Complexity. NIPS (2016)
Mehryar Mohri, Scott Yang
Accelerating Online Convex Optimization via Adaptive Prediction. AISTATS (2016)
Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. CoRR (2016)
Scott Yang, Mehryar Mohri
Adaptive Algorithms and Data-Dependent Guarantees for Bandit Convex Optimization. UAI (2016)
Andres Muñoz Medina, Scott Yang
No-Regret Algorithms for Heavy-Tailed Linear Bandits. ICML (2016)
Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang
Structured Prediction Theory and Voted Risk Minimization. CoRR (2016)
Scott Yang, Mehryar Mohri
Optimistic Bandit Convex Optimization. NIPS (2016)
Mehryar Mohri, Scott Yang
Accelerating Optimization via Adaptive Prediction. CoRR (2015)
Mehryar Mohri, Scott Yang
Conditional Swap Regret and Conditional Correlated Equilibrium. NIPS (2014)
Chun Ruan, Scott Yang, Geoffrey D. Clarke, Maxwell R. Amurao, Scott R. Partyka, Yong C. Bradley, Kenneth Cusi
First-Pass Contrast-Enhanced Myocardial Perfusion MRI Using a Maximum Up-Slope Parametric Map. IEEE Trans. Inf. Technol. Biomed. 10 (3) (2006)