Ambuj Tewari

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6969-7844

University of Michigan

Publications

• A Characterization of Multioutput Learnability — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Lasso guarantees for $\beta$-mixing heavy-tailed time series — The Annals of Statistics 2020
• Online Learning to Rank with Top-k Feedback — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Cost-Sensitive Learning with Noisy Labels — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Beyond the Hazard Rate: More Perturbation Algorithms for Adversarial Multi-armed Bandits — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Online Learning via Sequential Complexities — Journal of Machine Learning Research 2015 (name-matched, not ORCID-linked)
• Prediction and Clustering in Signed Networks: A Local to Global Perspective — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• Regularization Techniques for Learning with Matrices — Journal of Machine Learning Research 2012 (name-matched, not ORCID-linked)
• Stochastic Methods forl1-regularized Loss Minimization — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
• Sparseness vs Estimating Conditional Probabilities: Some Asymptotic Results — Journal of Machine Learning Research 2007 (name-matched, not ORCID-linked)
• On the Consistency of Multiclass Classification Methods — Journal of Machine Learning Research 2007 (name-matched, not ORCID-linked)