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Use Your INSTINCT: INSTruction optimization usIng Neural bandits Coupled with Transformers., , , , , , , and . CoRR, (2023)Non-stationary Contextual Bandits and Universal Learning., , and . CoRR, (2023)Secretary Problems with Random Number of Candidates: How Prior Distributional Information Helps., and . CoRR, (2023)Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations., , , , , and . UAI, AUAI Press, (2013)An Information-Theoretic Framework for Unifying Active Learning Problems., , and . AAAI, page 9126-9134. AAAI Press, (2021)Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation., , , and . AAAI, page 2821-2827. AAAI Press, (2015)Optimizing Conditional Value-At-Risk of Black-Box Functions., , , and . NeurIPS, page 4170-4180. (2021)Sample-Then-Optimize Batch Neural Thompson Sampling., , , and . NeurIPS, (2022)Hierarchical Bayesian Nonparametric Approach to Modeling and Learning the Wisdom of Crowds of Urban Traffic Route Planning Agents., , , and . IAT, page 478-485. IEEE Computer Society, (2012)978-1-4673-6057-9.DRCFS: Doubly Robust Causal Feature Selection., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 28468-28491. PMLR, (2023)