Learning low-dimensional metrics B Mason, L Jain, R Nowak
Advances in neural information processing systems 30, 2017
32 2017 Thermoacoustic transduction in individual suspended carbon nanotubes BJ Mason, SW Chang, J Chen, SB Cronin, AW Bushmaker
ACS nano 9 (5), 5372-5376, 2015
32 2015 Finding All -Good Arms in Stochastic Bandits B Mason, L Jain, A Tripathy, R Nowak
Advances in Neural Information Processing Systems 33, 20707-20718, 2020
30 2020 Improved confidence bounds for the linear logistic model and applications to bandits KS Jun, L Jain, B Mason, H Nassif
International Conference on Machine Learning, 5148-5157, 2021
23 * 2021 Nearly optimal algorithms for level set estimation B Mason, R Camilleri, S Mukherjee, K Jamieson, R Nowak, L Jain
arXiv preprint arXiv:2111.01768, 2021
14 2021 Machine Beats Human at Sequencing Visuals for Perceptual-Fluency Practice. A Sen, P Patel, MA Rau, B Mason, R Nowak, TT Rogers, X Zhu
International Educational Data Mining Society, 2018
14 2018 How to Model Implicit Knowledge? Similarity Learning Methods to Assess Perceptions of Visual Representations. MA Rau, B Mason, R Nowak
International Educational Data Mining Society, 2016
14 2016 A blessing of dimensionality in membership inference through regularization J Tan, D LeJeune, B Mason, H Javadi, RG Baraniuk
International Conference on Artificial Intelligence and Statistics, 10968-10993, 2023
13 2023 Parameters or privacy: A provable tradeoff between overparameterization and membership inference J Tan, B Mason, H Javadi, R Baraniuk
Advances in Neural Information Processing Systems 35, 17488-17500, 2022
11 2022 Learning nearest neighbor graphs from noisy distance samples B Mason, A Tripathy, R Nowak
Advances in Neural Information Processing Systems 32, 2019
11 2019 One for All: Simultaneous Metric and Preference Learning over Multiple Users. G Canal, B Mason, RK Vinayak, R Nowak
NeurIPS, 2022
7 2022 An Experimental Design Approach for Regret Minimization in Logistic Bandits B Mason, KS Jun, L Jain
Proceedings of Machine Learning Research 175, 2022
7 2022 Nearest neighbor search under uncertainty B Mason, A Tripathy, R Nowak
Uncertainty in Artificial Intelligence, 1777-1786, 2021
5 2021 Cognitive task analysis for implicit knowledge about visual representations with similarity learning methods B Mason, MA Rau, R Nowak
Cognitive science 43 (9), e12744, 2019
5 2019 Detect, retrieve, comprehend: A flexible framework for zero-shot document-level question answering T McDonald, B Tsan, A Saini, J Ordonez, L Gutierrez, P Nguyen, B Mason, ...
arXiv preprint arXiv:2210.01959, 2022
3 2022 For Teaching Perceptual Fluency, Machines Beat Human Experts. A Sen, P Patel, MA Rau, B Mason, R Nowak, TT Rogers, J Zhu
CogSci, 2018
2 2018 Experimental Designs for Heteroskedastic Variance J Weltz, T Fiez, A Volfovsky, E Laber, B Mason, L Jain
Advances in Neural Information Processing Systems 36, 2024
1 2024 Benign Overparameterization in Membership Inference with Early Stopping. J Tan, D LeJeune, B Mason, H Javadi, RG Baraniuk
arXiv preprint arXiv: 2205.14055, 2022
1 2022 Effective Adaptive Exploration of Prices and Promotions in Choice-Based Demand Models L Jain, Z Li, E Loghmani, B Mason, H Yoganarasimhan
Available at SSRN 4438537, 2023
2023 NFT-K: Non-Fungible Tangent Kernels S Alemohammad, H Babaei, CJ Barberan, N Liu, L Luzi, B Mason, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022