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Tyler McDonnell
Tyler McDonnell
Verified email at cs.utexas.edu
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Year
An empirical study of api stability and adoption in the android ecosystem
T McDonnell, B Ray, M Kim
2013 IEEE International Conference on Software Maintenance, 70-79, 2013
3762013
Neural information retrieval: At the end of the early years
KD Onal, Y Zhang, IS Altingovde, MM Rahman, P Karagoz, A Braylan, ...
Information Retrieval Journal 21, 111-182, 2018
1512018
Why is that relevant? collecting annotator rationales for relevance judgments
T McDonnell, M Lease, M Kutlu, T Elsayed
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 4 …, 2016
1172016
Neural information retrieval: A literature review
Y Zhang, MM Rahman, A Braylan, B Dang, HL Chang, H Kim, ...
arXiv preprint arXiv:1611.06792, 2016
642016
Annotator rationales for labeling tasks in crowdsourcing
M Kutlu, T McDonnell, T Elsayed, M Lease
Journal of Artificial Intelligence Research 69, 143-189, 2020
362020
Your behavior signals your reliability: Modeling crowd behavioral traces to ensure quality relevance annotations
T Goyal, T McDonnell, M Kutlu, T Elsayed, M Lease
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 6 …, 2018
282018
Crowd vs. expert: What can relevance judgment rationales teach us about assessor disagreement?
M Kutlu, T McDonnell, Y Barkallah, T Elsayed, M Lease
The 41st International ACM SIGIR Conference on Research & Development in …, 2018
272018
Divide and conquer: neuroevolution for multiclass classification
T McDonnell, S Andoni, E Bonab, S Cheng, JH Choi, J Goode, K Moore, ...
Proceedings of the genetic and evolutionary computation conference, 474-481, 2018
212018
Ensembling of neural network models
S Andoni, KD Moore, EM Bonab, J Choi, TS McDonnell
US Patent 10,635,978, 2020
192020
Automated model building search space reduction
TS McDonnell, S Andoni, J Choi, J Goode, Y Lan, KD Moore, G Sellers
US Patent 10,657,447, 2020
132020
An Thanh Nguyen, Dan Xu, Byron C
Y Zhang, MM Rahman, A Braylan, B Dang, HL Chang, H Kim, ...
Wallace, and Matthew Lease, 2016
112016
The many benefits of annotator rationales for relevance judgments
T McDonnell, M Kutlu, T Elsayed, M Lease
International Joint Conferences on Artificial Intelligence, 2017
102017
Surrogate-assisted neuroevolution
B Greenwood, T McDonnell
Proceedings of the Genetic and Evolutionary Computation Conference, 1048-1056, 2022
62022
Automated neural network generation using fitness estimation
TS McDonnell, B Greenwood
US Patent 10,685,286, 2020
62020
Mix and match: collaborative expert-crowd judging for building test collections accurately and affordably
M Kutlu, T McDonnell, A Sheshadri, T Elsayed, M Lease
arXiv preprint arXiv:1806.00755, 2018
62018
Cooperative use of a genetic algorithm and an optimization trainer for autoencoder generation
S Andoni, U Yadav, TS McDonnell
US Patent 10,733,512, 2020
52020
Anomaly detection using a dimensional-reduction model
S Andoni, U Yadav, TS McDonnell
US Patent 11,443,194, 2022
22022
Matrix representation of neural networks
TS McDonnell, B Greenwood
US Patent App. 17/129,023, 2021
22021
Anomaly detection using a non-mirrored dimensional-reduction model
S Andoni, U Yadav, TS McDonnell
US Patent 12,014,279, 2024
12024
Synonymy and Antonymy Detection in Distributional Models
S Chaurasia, T McDonnell
12016
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