| Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses L Wehbe, B Murphy, P Talukdar, A Fyshe, A Ramdas, T Mitchell PloS one 9 (11), e112575, 2014 | 387 | 2014 |
| FRED (A Framework for Reconstructing Epidemic Dynamics): an open-source software system for modeling infectious diseases and control strategies using census-based populations JJ Grefenstette, ST Brown, R Rosenfeld, J DePasse, NTB Stone, ... BMC public health 13 (1), 940, 2013 | 283 | 2013 |
| Maxmin q-learning: Controlling the estimation bias of q-learning Q Lan, Y Pan, A Fyshe, M White arXiv preprint arXiv:2002.06487, 2020 | 272 | 2020 |
| Measuring compositionality in representation learning J Andreas, M Baroni, A Conneau, D Kiela, H Schwenk, L Barrault, ... International conference on learning representations 375, 2227-2237, 2019 | 210 | 2019 |
| Tracking neural coding of perceptual and semantic features of concrete nouns G Sudre, D Pomerleau, M Palatucci, L Wehbe, A Fyshe, R Salmelin, ... NeuroImage 62 (1), 451-463, 2012 | 186 | 2012 |
| Visual explanation of evidence with additive classifiers B Poulin, R Eisner, D Szafron, P Lu, R Greiner, DS Wishart, A Fyshe, ... PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 21 (2), 1822, 2006 | 146 | 2006 |
| Proteome Analyst: custom predictions with explanations in a web-based tool for high-throughput proteome annotations D Szafron, P Lu, R Greiner, DS Wishart, B Poulin, R Eisner, Z Lu, J Anvik, ... Nucleic acids research 32 (suppl_2), W365-W371, 2004 | 139 | 2004 |
| Interpretable Semantic Vectors from a Joint Model of Brain-and Text-Based Meaning A Fyshe, PP Talukdar, B Murphy, TM Mitchell The 52nd Annual Meeting of the Association for Computational Linguistics, 2014 | 106 | 2014 |
| A compositional and interpretable semantic space A Fyshe, L Wehbe, P Talukdar, B Murphy, T Mitchell Proceedings of the 2015 conference of the north american chapter of the …, 2015 | 83 | 2015 |
| Improving subcellular localization prediction using text classification and the gene ontology A Fyshe, Y Liu, D Szafron, R Greiner, P Lu Bioinformatics 24 (21), 2512-2517, 2008 | 64 | 2008 |
| The lexical semantics of adjective–noun phrases in the human brain A Fyshe, G Sudre, L Wehbe, N Rafidi, TM Mitchell Human brain mapping 40 (15), 4457-4469, 2019 | 63 | 2019 |
| Question generation for reading comprehension assessment by modeling how and what to ask B Ghanem, LL Coleman, JR Dexter, S Von Der Ohe, A Fyshe Findings of the Association for Computational Linguistics: ACL 2022, 2131-2146, 2022 | 55 | 2022 |
| Improved object recognition using neural networks trained to mimic the brain’s statistical properties C Federer, H Xu, A Fyshe, J Zylberberg Neural Networks 131, 103-114, 2020 | 50 | 2020 |
| PA-GOSUB: a searchable database of model organism protein sequences with their predicted Gene Ontology molecular function and subcellular localization P Lu, D Szafron, R Greiner, DS Wishart, A Fyshe, B Pearcy, B Poulin, ... Nucleic acids research 33 (suppl_1), D147-D153, 2005 | 40 | 2005 |
| Brainbench: A brain-image test suite for distributional semantic models H Xu, B Murphy, A Fyshe Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016 | 38 | 2016 |
| Documents and dependencies: an exploration of vector space models for semantic composition A Fyshe, B Murphy, P Talukdar, T Mitchell Proceedings of the Seventeenth Conference on Computational Natural Language …, 2013 | 31 | 2013 |
| Sparse autoencoders for word decoding from magnetoencephalography M Shu, A Fyshe Proceedings of the third NIPS Workshop on Machine Learning and …, 2013 | 26 | 2013 |
| Good-enough brain model: Challenges, algorithms and discoveries in multi-subject experiments EE Papalexakis, A Fyshe, ND Sidiropoulos, PP Talukdar, TM Mitchell, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 25 | 2014 |
| Studying language in context using the temporal generalization method A Fyshe Philosophical Transactions of the Royal Society B 375 (1791), 20180531, 2020 | 24 | 2020 |
| Hierarchical latent dictionaries for models of brain activation A Fyshe, EB Fox, DB Dunson, T Mitchell Proc. International Conference on Artificial Intelligence and Statistics …, 2012 | 23 | 2012 |
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
