Gregory Canal

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Bayesian Network Classifiers

Discriminative Classifiers

Top Venues

Publications

Jifan Zhang, Yifang Chen, Gregory Canal, Stephen Mussmann, Yinglun Zhu, Simon Shaolei Du, Kevin G. Jamieson, Robert D. Nowak
LabelBench: A Comprehensive Framework for Benchmarking Label-Efficient Learning. CoRR (2023)
Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert D. Nowak, Yixuan Li
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection. ICML (2023)
Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert D. Nowak, Yixuan Li
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection. CoRR (2023)
Gregory Canal, Blake Mason, Ramya Korlakai Vinayak, Robert Nowak
One for All: Simultaneous Metric and Preference Learning over Multiple Users. NeurIPS (2022)
Gregory Canal, Blake Mason, Ramya Korlakai Vinayak, Robert D. Nowak
One for All: Simultaneous Metric and Preference Learning over Multiple Users. CoRR (2022)
Marissa Connor, Gregory Canal, Christopher Rozell
Variational Autoencoder with Learned Latent Structure. AISTATS (2021)
Gregory Canal, Matthieu R. Bloch, Christopher Rozell
Feedback Coding for Active Learning. AISTATS (2021)
Gregory Canal, Matthieu R. Bloch, Christopher Rozell
Feedback Coding for Active Learning. CoRR (2021)
Gregory Canal, Stefano Fenu, Christopher Rozell
Active Ordinal Querying for Tuplewise Similarity Learning. AAAI (2020)
Matthew R. O'Shaughnessy, Gregory Canal, Marissa Connor, Mark A. Davenport, Christopher Rozell
Generative causal explanations of black-box classifiers. CoRR (2020)
Matthew R. O'Shaughnessy, Gregory Canal, Marissa Connor, Christopher Rozell, Mark A. Davenport
Generative causal explanations of black-box classifiers. NeurIPS (2020)
Gregory Canal, Marissa Connor, Jihui Jin, Namrata Nadagouda, Matthew R. O'Shaughnessy, Christopher J. Rozell, Mark A. Davenport
The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model. ICASSP (2020)
Gregory Canal, Stefano Fenu, Christopher J. Rozell
Active ordinal tuplewise querying for similarity learning. CoRR (2019)
Gregory Canal, Andrew K. Massimino, Mark A. Davenport, Christopher J. Rozell
Active Embedding Search via Noisy Paired Comparisons. ICML (2019)
Gregory Canal, Sivabalan Manivasagam, Shaoheng Liang, Christopher J. Rozell
Interactive Object Segmentation with Noisy Binary Inputs. GlobalSIP (2018)