Self-taught learning: transfer learning from unlabeled data R Raina, A Battle, H Lee, B Packer, AY Ng Proceedings of the 24th international conference on Machine learning, 759-766, 2007 | 2043 | 2007 |
Self-paced learning for latent variable models M Kumar, B Packer, D Koller Advances in neural information processing systems 23, 2010 | 1327 | 2010 |
Nonlinear dimensionality reduction by semidefinite programming and kernel matrix factorization K Weinberger, B Packer, L Saul International Workshop on Artificial Intelligence and Statistics, 381-388, 2005 | 215 | 2005 |
A segmentation-aware object detection model with occlusion handling T Gao, B Packer, D Koller CVPR 2011, 1361-1368, 2011 | 141 | 2011 |
A combined pose, object, and feature model for action understanding B Packer, K Saenko, D Koller 2012 IEEE Conference on Computer Vision and Pattern Recognition, 1378-1385, 2012 | 98 | 2012 |
Shape-based object localization for descriptive classification G Heitz, G Elidan, B Packer, D Koller Advances in Neural Information Processing Systems 21, 2008 | 68 | 2008 |
Cat-gen: Improving robustness in nlp models via controlled adversarial text generation T Wang, X Wang, Y Qin, B Packer, K Li, J Chen, A Beutel, E Chi arXiv preprint arXiv:2010.02338, 2020 | 53 | 2020 |
Max-margin min-entropy models K Miller, MP Kumar, B Packer, D Goodman, D Koller Artificial Intelligence and Statistics, 779-787, 2012 | 45 | 2012 |
Causally motivated shortcut removal using auxiliary labels M Makar, B Packer, D Moldovan, D Blalock, Y Halpern, A D’Amour International Conference on Artificial Intelligence and Statistics, 739-766, 2022 | 26 | 2022 |
Modeling latent variable uncertainty for loss-based learning MP Kumar, B Packer, D Koller arXiv preprint arXiv:1206.4636, 2012 | 25 | 2012 |
System and method for determining occupancy schedule for controlling a thermostat B Packer, A Fonts, E Shilts, G Chung, RT Curtis US Patent 10,001,792, 2018 | 20 | 2018 |
A Unified Contour-Pixel Model for Figure-Ground Segmentation. B Packer, S Gould, D Koller ECCV (5), 338-351, 2010 | 16 | 2010 |
Energy usage alerts for a climate control device B Packer, A Fonts US Patent 10,019,739, 2018 | 13 | 2018 |
Text Embeddings Contain Bias. Here's Why That Matters. B Packer, M Mitchell, M Guajardo-Céspedes, Y Halpern | 11 | 2018 |
Thermostat set point identification E Shilts, Y Ben-Meshulam, B Packer, RT Curtis US Patent 9,727,063, 2017 | 10 | 2017 |
Mid-level features improve recognition of interactive activities K Saenko, B Packer, C Chen, S Bandla, Y Lee, Y Jia, J Niebles, D Koller, ... CALIFORNIA UNIV BERKELEY DEPT OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2012 | 9 | 2012 |
Convex point estimation using undirected bayesian transfer hierarchies G Elidan, B Packer, G Heitz, D Koller arXiv preprint arXiv:1206.3252, 2012 | 9 | 2012 |
Classification engine for classifying businesses based on power consumption B Packer, E Shilts, M Raju, N Musick US Patent 10,074,097, 2018 | 3 | 2018 |
System for providing remote building efficiency audits for solar sensitivity S Yu, G Chung, B Packer, E Shilts US Patent App. 15/051,573, 2017 | 2 | 2017 |
Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations F Prost, B Packer, J Chen, L Wei, P Kremp, N Blumm, S Wang, T Doshi, ... arXiv preprint arXiv:2210.07755, 2022 | 1 | 2022 |