Mohri, Mehryar

Advances and Open Problems in Federated Learning

Kairouz, P., McMahan, H. B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A. N., Bonawitz, K., Charles, Z., Cormode, G., Cummings, R., et al. (2019) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 7,857

SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

Karimireddy, S. P., Kale, S., Mohri, M., Reddi, S. J., Stich, S. U., & Suresh, A. T. (2019) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 1,734

Foundations of Machine Learning

Mohri, M., Rostamizadeh, A., & Talwalkar, A. (2018) · The MIT Press eBooks

Machine Learning and AlgorithmsStochastic Gradient Optimization Techniques

Cited by 1,122

Domain Adaptation: Learning Bounds and Algorithms

Mansour, Y., Mohri, M., & Rostamizadeh, A. (2009) · arXiv

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 504

Sample Selection Bias Correction Theory

Cortes, C., Mohri, M., Riley, M., & Rostamizadeh, A. (2008) · Lecture Notes in Computer Science

Machine Learning and Data ClassificationImbalanced Data Classification Techniques

Cited by 272

A rational design for a weighted finite-state transducer library

Mohri, M., Pereira, F., & Riley, M. (1998) · Lecture Notes in Computer Science

semigroups and automata theoryNatural Language Processing Techniques

Cited by 123

Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning

Karimireddy, S. P., Jaggi, M., Kale, S., Mohri, M., Reddi, S. J., Stich, S. U., & Suresh, A. T. (2020) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 96

Beyond Individual and Group Fairness

Awasthi, P., Cortes, C., Mansour, Y., & Mohri, M. (2020) · arXiv

Ethics and Social Impacts of AIAdvanced Bandit Algorithms Research

Cited by 8

A Theory of Multiple-Source Adaptation with Limited Target Labeled Data

Mansour, Y., Mohri, M., Ro, J., Suresh, A. T., & Wu, K. (2020) · arXiv

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 8