| Author disambiguation using error-driven machine learning with a ranking loss function A Culotta, P Kanani, R Hall, M Wick, A McCallum Sixth International Workshop on Information Integration on the Web (IIWeb-07 …, 2007 | 128 | 2007 |
| Character-based attribute value extraction system PH Kanani, ML Wick, AC Pocock US Patent 11,010,768, 2021 | 115 | 2021 |
| Improving Author Coreference by Resource-Bounded Information Gathering from the Web. PH Kanani, A McCallum, C Pal IJCAI 7, 429-434, 2007 | 111 | 2007 |
| Private federated learning with domain adaptation D Peterson, P Kanani, VJ Marathe arXiv preprint arXiv:1912.06733, 2019 | 101 | 2019 |
| Prediction-time active feature-value acquisition for cost-effective customer targeting P Kanani, P Melville Advances in neural information processing systems (NIPS), 2008 | 68 | 2008 |
| How good is a span of terms? Exploiting proximity to improve web retrieval KM Svore, PH Kanani, N Khan Proceedings of the 33rd international ACM SIGIR conference on Research and …, 2010 | 67 | 2010 |
| Multilingual embeddings for natural language processing ML Wick, PH Kanani, AC Pocock US Patent 9,779,085, 2017 | 50 | 2017 |
| Subject membership inference attacks in federated learning A Suri, P Kanani, VJ Marathe, DW Peterson arXiv preprint arXiv:2206.03317, 2022 | 42 | 2022 |
| Minimally-constrained multilingual embeddings via artificial code-switching M Wick, P Kanani, A Pocock Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 37 | 2016 |
| Selecting actions for resource-bounded information extraction using reinforcement learning PH Kanani, AK McCallum Proceedings of the fifth ACM international conference on Web search and data …, 2012 | 33 | 2012 |
| Privacy preserving collaborative learning with domain adaptation D Peterson, PH Kanani, VJ Marathe US Patent 11,443,240, 2022 | 28 | 2022 |
| Efficient strategies for improving partitioning-based author coreference by incorporating Web pages as graph nodes P Kanani, A McCallum Proceedings of AAAI 2007 workshop on information integration on the Web, 38-43, 2007 | 27 | 2007 |
| Private cross-silo federated learning for extracting vaccine adverse event mentions P Kanani, VJ Marathe, D Peterson, R Harpaz, S Bright Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 15 | 2021 |
| Resource-bounded information gathering for correlation clustering P Kanani, A McCallum International Conference on Computational Learning Theory, 625-627, 2007 | 14 | 2007 |
| Multi-dimensional approach to agent assignment D Allison, D Gulsen, VCW Chan, AC Pocock, P Kanani, D Greenberg US Patent App. 14/804,496, 2017 | 10 | 2017 |
| Subject Granular Differential Privacy in Federated Learning VJ MARATHE, P KANANI Privacy Preserving Machine Learning, 2021 | 9 | 2021 |
| Attribute extraction from noisy text using character-based sequence tagging models P Kanani, M Wick, A Pocock Machine Learning for eCommerce workshop, NIPS, 2015 | 6 | 2015 |
| Resource-bounded information extraction: Acquiring missing feature values on demand P Kanani, A McCallum, S Hu Advances in Knowledge Discovery and Data Mining: 14th Pacific-Asia …, 2010 | 6 | 2010 |
| Bayesian Test of Demographic Parity for Learning to Rank JBFG Tristan, PH Kanani, ML Wick, S Panda, H Mahmoudian US Patent App. 16/781,955, 2020 | 5 | 2020 |
| Named entity recognition and entity linking joint training PH Kanani, ML Wick, K Silverstein US Patent 10,410,139, 2019 | 5 | 2019 |
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu