Rostamizadeh, Afshin

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

DistillSpec: Improving Speculative Decoding via Knowledge Distillation

Zhou, Y., Lyu, K., Rawat, A. S., Menon, A. K., Rostamizadeh, A., Kumar, S., Kagy, J.-F., & Agarwal, R. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 9