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 | 75 | 2020 |
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 | 61 | 2023 |
Variational Autoencoder with Learned Latent Structure MC Connor, GH Canal, CJ Rozell 24th International Conference on Artificial Intelligence and Statistics …, 2020 | 41 | 2020 |
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 | 28 | 2019 |
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 | 19 | 2023 |
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 | 10 | 2022 |
Active Ordinal Querying for Tuplewise Similarity Learning G Canal, S Fenu, C Rozell Thirty-fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2019 | 9 | 2019 |
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 | 3 | 2023 |
Systems and Methods for Preference and Similarity Learning G Canal, CJ Rozell, S Fenu, M Davenport US Patent App. 17/428,598, 2022 | 3 | 2022 |
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 | 2 | 2024 |
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 | 2 | 2023 |
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 | 2 | 2019 |
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 | 1 | 2020 |
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 |
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 |