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Roni Khardon
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Publications
- 2023
- [i19]Yadi Wei, Roni Khardon:
Direct Uncertainty Quantification. CoRR abs/2302.02420 (2023) - 2022
- [i14]Yadi Wei, Roni Khardon:
On the Performance of Direct Loss Minimization for Bayesian Neural Networks. CoRR abs/2211.08393 (2022) - 2021
- [c55]Yadi Wei, Rishit Sheth, Roni Khardon:
Direct Loss Minimization for Sparse Gaussian Processes. AISTATS 2021: 2566-2574 - 2020
- [i13]Yadi Wei, Rishit Sheth, Roni Khardon:
Direct loss minimization for sparse Gaussian processes. CoRR abs/2004.03083 (2020) - 2019
- [c54]Rishit Sheth, Roni Khardon:
Pseudo-Bayesian Learning via Direct Loss Minimization with Applications to Sparse Gaussian Process Models. AABI 2019: 1-18 - 2017
- [c48]Rishit Sheth, Roni Khardon:
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models. NIPS 2017: 5151-5161 - 2016
- [c47]Rishit Sheth, Roni Khardon:
A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models. AISTATS 2016: 761-769 - 2015
- [j28]Benjamin J. Hescott, Roni Khardon:
The complexity of reasoning with FODD and GFODD. Artif. Intell. 229: 1-32 (2015) - [c43]Rishit Sheth, Yuyang Wang, Roni Khardon:
Sparse Variational Inference for Generalized GP Models. ICML 2015: 1302-1311 - 2014
- [c41]Benjamin J. Hescott, Roni Khardon:
The Complexity of Reasoning with FODD and GFODD. AAAI 2014: 1056-1062 - [i10]Benjamin J. Hescott, Roni Khardon:
The Complexity of Reasoning with FODD and GFODD. CoRR abs/1407.1408 (2014) - 2013
- [i9]Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones:
Online Learning with Pairwise Loss Functions. CoRR abs/1301.5332 (2013) - 2012
- [c35]Bilal Ahmed, Itza Mendoza-Sanchez, Roni Khardon, Linda M. Abriola, Eric L. Miller:
A discriminative-generative approach to the characterization of subsurface contaminant source zones. IGARSS 2012: 614-617 - [c34]Yuyang Wang, Roni Khardon:
Sparse Gaussian Processes for Multi-task Learning. ECML/PKDD (1) 2012: 711-727 - [c33]Bilal Ahmed, Itza Mendoza-Sanchez, Roni Khardon, Linda M. Abriola, Eric L. Miller:
A mixture of experts based discretization approach for characterizing subsurface contaminant source zones. SSP 2012: 17-20 - [c32]Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones:
Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions. COLT 2012: 13.1-13.22 - [i7]Yuyang Wang, Roni Khardon, Pavlos Protopapas:
Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes. CoRR abs/1203.0970 (2012) - [i5]Yuyang Wang, Roni Khardon:
Nonparametric Bayesian Mixed-effect Model: a Sparse Gaussian Process Approach. CoRR abs/1211.6653 (2012) - 2011
- [i2]Yuyang Wang, Roni Khardon, Pavlos Protopapas:
Nonparametric Bayesian Estimation of Periodic Functions. CoRR abs/1111.1315 (2011) - 2010
- [c28]Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl:
Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface. KDD 2010: 823-832 - [c27]Yuyang Wang, Roni Khardon, Pavlos Protopapas:
Shift-Invariant Grouped Multi-task Learning for Gaussian Processes. ECML/PKDD (3) 2010: 418-434 - 2009
- [c25]Gabriel Wachman, Roni Khardon, Pavlos Protopapas, Charles R. Alcock:
Kernels for Periodic Time Series Arising in Astronomy. ECML/PKDD (2) 2009: 489-505 - 2007
- [j22]Roni Khardon, Gabriel Wachman:
Noise Tolerant Variants of the Perceptron Algorithm. J. Mach. Learn. Res. 8: 227-248 (2007) - [c23]Gabriel Wachman, Roni Khardon:
Learning from interpretations: a rooted kernel for ordered hypergraphs. ICML 2007: 943-950
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