 |
 Online Decision MediationNeural Information Processing Systems (NeurIPS), 2023 |
 Selective Nonparametric Regression via TestingAsian Conference on Machine Learning (ACML), 2023 |
 Adversarial Resilience in Sequential Prediction via AbstentionNeural Information Processing Systems (NeurIPS), 2023 |
 A Regret-Variance Trade-Off in Online LearningNeural Information Processing Systems (NeurIPS), 2022 |
 Faster online calibration without randomization: interval forecasts and
the power of two choicesAnnual Conference Computational Learning Theory (COLT), 2022 |
 Logarithmic Regret from Sublinear HintsNeural Information Processing Systems (NeurIPS), 2021 |
 Classification with abstention but without disparitiesConference on Uncertainty in Artificial Intelligence (UAI), 2021 |
 Exponential Savings in Agnostic Active Learning through AbstentionIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021 |
 Exploiting the Surrogate Gap in Online Multiclass ClassificationNeural Information Processing Systems (NeurIPS), 2020 |
 Fast classification rates without standard margin assumptionsInformation and Inference A Journal of the IMA (JIII), 2019 |
