Aarti Singh
Carnegie Mellon University
H-index: 45
North America-United States
Top articles of Aarti Singh
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures | Thomas Lu Aarti Singh | 2023/11/3 | |
Predicting the Initial Conditions of the Universe using a Deterministic Neural Network | Vaibhav Jindal Albert Liang Aarti Singh Shirley Ho Drew Jamieson | 2023/10/28 | |
Adaptation to Misspecified Kernel Regularization in Kernelised Bandits | Proceedings of the International Workshop on Artificial Intelligence and Statistics | Yusha Liu Aarti Singh | 2023/1 |
Complete Policy Regret Bounds for Tallying Bandits | arXiv preprint arXiv:2204.11174 | Dhruv Malik Yuanzhi Li Aarti Singh | 2022/4/24 |
Integrating Rankings into Quantized Scores in Peer Review | arXiv preprint arXiv:2204.03505 | Yusha Liu Yichong Xu Nihar B Shah Aarti Singh | 2022/4/5 |
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions | Journal of Machine Learning Research | Charvi Rastogi Sivaraman Balakrishnan Nihar B Shah Aarti Singh | 2022 |
Classification accuracy as a proxy for two-sample testing | The Annals of Statistics | Ilmun Kim Aaditya Ramdas Aarti Singh Larry Wasserman | 2021/2 |
Best Arm Identification under Additive Transfer Bandits | Ojash Neopane Aaditya Ramdas Aarti Singh | 2021 | |
PeerReview4All: fair and accurate reviewer assignment in peer review | Journal of Machine Learning Research | Ivan Stelmakh Nihar Shah Aarti Singh | 2021 |
Local signal adaptivity: Provable feature learning in neural networks beyond kernels | Advances in Neural Information Processing Systems | Stefani Karp Ezra Winston Yuanzhi Li Aarti Singh | 2021/12/6 |
Prior and Prejudice: The Novice Reviewers' Bias against Resubmissions in Conference Peer Review | Proceedings of the ACM on Human-Computer Interaction | Ivan Stelmakh Nihar B Shah Aarti Singh Hal Daumé III | 2021/4/22 |
Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information | Journal of machine learning research | Yichong Xu Sivaraman Balakrishnan Aarti Singh Artur Dubrawski | 2020 |
Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment | arXiv preprint arXiv:2010.04041 | Ivan Stelmakh Nihar B Shah Aarti Singh | 2020/10/8 |
Zeroth Order Non-convex optimization with Dueling-Choice Bandits | Yichong Xu Aparna Joshi Aarti Singh Artur Dubrawski | 2020/8/27 | |
Two-Sample Testing on Pairwise Comparison Data and the Role of Modeling Assumptions | Charvi Rastogi Sivaraman Balakrishnan Nihar Shah Aarti Singh | 2020/6/21 | |
Smooth Bandit Optimization: Generalization to H\" older Space | arXiv preprint arXiv:2012.06076 | Yusha Liu Yining Wang Aarti Singh | 2020/12/11 |
Preference-based Reinforcement Learning with Finite-Time Guarantees | arXiv preprint arXiv:2006.08910 | Yichong Xu Ruosong Wang Lin F Yang Aarti Singh Artur Dubrawski | 2020/6/16 |
A large scale randomized controlled trial on herding in peer-review discussions | Ivan Stelmakh Charvi Rastogi Nihar B Shah Aarti Singh Hal Daumé III | 2020/11/30 | |
Thresholding bandit problem with both duels and pulls | Yichong Xu Xi Chen Aarti Singh Artur Dubrawski | 2020/6/3 | |
A novice-reviewer experiment to address scarcity of qualified reviewers in large conferences | arXiv preprint arXiv:2011.15050 | Ivan Stelmakh Nihar B Shah Aarti Singh Hal Daumé III | 2020/11/30 |
Co-Authors
