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Gregory Canal
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Generative causal explanations of black-box classifiers
M O'Shaughnessy, G Canal, M Connor, M Davenport, C Rozell
2020 Advances in Neural Information Processing Systems, 2020
712020
Variational Autoencoder with Learned Latent Structure
MC Connor, GH Canal, CJ Rozell
24th International Conference on Artificial Intelligence and Statistics …, 2020
382020
Cingulate dynamics track depression recovery with deep brain stimulation
S Alagapan, KS Choi, S Heisig, P Riva-Posse, A Crowell, V Tiruvadi, ...
Nature 622 (7981), 130-138, 2023
312023
Active Embedding Search via Noisy Paired Comparisons
GH Canal, AK Massimino, MA Davenport, CJ Rozell
Thirty-sixth International Conference on Machine Learning (ICML 2019), 2019
242019
Feed two birds with one scone: Exploiting wild data for both out-of-distribution generalization and detection
H Bai, G Canal, X Du, J Kwon, RD Nowak, Y Li
International Conference on Machine Learning, 1454-1471, 2023
122023
Active Ordinal Querying for Tuplewise Similarity Learning
G Canal, S Fenu, C Rozell
Thirty-fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2019
82019
One for all: Simultaneous metric and preference learning over multiple users
G Canal, B Mason, RK Vinayak, R Nowak
Advances in Neural Information Processing Systems 35, 4943-4956, 2022
62022
LabelBench: A Comprehensive Framework for Benchmarking Label-Efficient Learning
J Zhang, Y Chen, G Canal, S Mussmann, Y Zhu, SS Du, K Jamieson, ...
arXiv preprint arXiv:2306.09910, 2023
32023
Systems and Methods for Preference and Similarity Learning
G Canal, CJ Rozell, S Fenu, M Davenport
US Patent App. 17/428,598, 2022
22022
Joint Estimation of Trajectory and Dynamics from Paired Comparisons
GH Canal, MR O'Shaughnessy, CJ Rozell, MA Davenport
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
22019
Labelbench: A comprehensive framework for benchmarking adaptive label-efficient learning
J Zhang, Y Chen, G Canal, AM Das, G Bhatt, S Mussmann, Y Zhu, ...
Journal of Data-centric Machine Learning Research, 2024
12024
The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model
G Canal, M Connor, J Jin, N Nadagouda, M O’Shaughnessy, CJ Rozell, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
12020
Methods for generating and providing causal explanations of artificial intelligence models and devices thereof
M O'shaughnessy, G Canal, M Connor, M Davenport, CJ Rozell
US Patent App. 18/011,629, 2023
2023
A Low-Complexity Brain–Computer Interface for High-Complexity Robot Swarm Control
G Canal, Y Diaz-Mercado, M Egerstedt, C Rozell
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 1816-1825, 2023
2023
Feedback Coding for Efficient Interactive Machine Learning
GH Canal
Georgia Institute of Technology, 2021
2021
Feedback Coding for Active Learning
G Canal, M Bloch, C Rozell
24th International Conference on Artificial Intelligence and Statistics …, 2021
2021
INTERACTIVE OBJECT SEGMENTATION WITH NOISY BINARY INPUTS
G Canal, S Manivasagam, S Liang, C Rozell
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
2018
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Articles 1–17