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List of works by Mehryar Mohri

AUC Optimization vs. Error Rate Minimization

scientific article published in January 2004

Accuracy at the Top

scientific article published in January 2012

Algorithms and Theory for Multiple-Source Adaptation

scholarly article by Judy Hoffman et al published 2018 in Advances in Neural Information Processing Systems 31

Bandits with Feedback Graphs and Switching Costs

Boosting with Abstention

scientific article published in January 2016

Conditional Swap Regret and Conditional Correlated Equilibrium

scientific article published in January 2014

Confidence Intervals for the Area Under the ROC Curve

scientific article published in January 2005

Discriminative State Space Models

scientific article published in January 2017

Domain Adaptation with Multiple Sources

Domain adaptation and sample bias correction theory and algorithm for regression

article

Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses

Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models

scientific article published in January 2009

Ensemble Nystrom Method

scientific article published in January 2009

Hypothesis Set Stability and Generalization

Learning Bounds for Importance Weighting

Learning GANs and Ensembles Using Discrepancy

Learning Kernels Using Local Rademacher Complexity

Learning Non-Linear Combinations of Kernels

scientific article published in January 2009

Learning Theory and Algorithms for Forecasting Non-stationary Time Series

scholarly article by Vitaly Kuznetsov & Mehryar Mohri published 2015 in Advances in Neural Information Processing Systems 28

Multi-Class Deep Boosting

scientific article published in January 2014

On Transductive Regression

scientific article published in January 2007

Online Learning with Transductive Regret

scientific article published in January 2017

Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers

scientific article published in January 2014

Optimistic Bandit Convex Optimization

scientific article published in January 2016

Parameter-Free Online Learning via Model Selection

scientific article published in January 2017

Policy Regret in Repeated Games

Polynomial Semantic Indexing

scientific article published in January 2009

Rademacher Complexity Bounds for Non-I.I.D. Processes

Rational Kernels

scientific article published in January 2003

Regularized Gradient Boosting

Revenue Optimization against Strategic Buyers

Sample Selection Bias Correction Theory

article

Spectral Learning of General Weighted Automata via Constrained Matrix Completion

scientific article published in January 2012

Stability Bounds for Non-i.i.d. Processes

scientific article published in January 2008

Structured Prediction Theory Based on Factor Graph Complexity

scientific article published in January 2016

Weighted Automata Algorithms

scientific article published on 23 October 2009

Weighted Finite-State Transducer Algorithms. An Overview

scholarly article published 2004