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Conference and Workshop Papers
- 2024
[c5]Aidan Scannell, Riccardo Mereu, Paul Edmund Chang, Ella Tamir, Joni Pajarinen, Arno Solin:
Function-space Parameterization of Neural Networks for Sequential Learning. ICLR 2024- 2023
- [c4]Paul Edmund Chang, Prakhar Verma
, S. T. John, Arno Solin, Mohammad Emtiyaz Khan:
Memory-Based Dual Gaussian Processes for Sequential Learning. ICML 2023: 4035-4054 - 2021
- [c3]Vincent Adam, Paul E. Chang, Mohammad Emtiyaz Khan, Arno Solin:
Dual Parameterization of Sparse Variational Gaussian Processes. NeurIPS 2021: 11474-11486 - 2020
- [c2]William J. Wilkinson, Paul E. Chang, Michael Riis Andersen, Arno Solin:
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes. ICML 2020: 10270-10281 - [c1]Paul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan, Arno Solin:
Fast Variational Learning in State-Space Gaussian Process Models. MLSP 2020: 1-6
Informal and Other Publications
- 2024
- [i7]Aidan Scannell, Riccardo Mereu, Paul E. Chang, Ella Tamir, Joni Pajarinen, Arno Solin:
Function-space Parameterization of Neural Networks for Sequential Learning. CoRR abs/2403.10929 (2024) - 2023
- [i6]Paul E. Chang, Prakhar Verma, S. T. John, Arno Solin, Mohammad Emtiyaz Khan:
Memory-Based Dual Gaussian Processes for Sequential Learning. CoRR abs/2306.03566 (2023) - [i5]Aidan Scannell, Riccardo Mereu, Paul E. Chang, Ella Tamir, Joni Pajarinen, Arno Solin:
Sparse Function-space Representation of Neural Networks. CoRR abs/2309.02195 (2023) - 2022
- [i4]Paul E. Chang, Prakhar Verma, S. T. John, Victor Picheny, Henry B. Moss, Arno Solin:
Fantasizing with Dual GPs in Bayesian Optimization and Active Learning. CoRR abs/2211.01053 (2022) - 2021
- [i3]Vincent Adam, Paul E. Chang, Mohammad Emtiyaz Khan, Arno Solin:
Dual Parameterization of Sparse Variational Gaussian Processes. CoRR abs/2111.03412 (2021) - 2020
- [i2]Paul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan, Arno Solin:
Fast Variational Learning in State-Space Gaussian Process Models. CoRR abs/2007.04731 (2020) - [i1]William J. Wilkinson, Paul E. Chang, Michael Riis Andersen, Arno Solin:
State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes. CoRR abs/2007.05994 (2020)
Coauthor Index
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