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Rishit Sheth
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2020 – today
- 2023
- [c8]Syrine Belakaria, Janardhan Rao Doppa, Nicolò Fusi, Rishit Sheth:
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. AISTATS 2023: 9076-9093 - 2022
- [i4]Syrine Belakaria, Rishit Sheth, Janardhan Rao Doppa, Nicolò Fusi:
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. CoRR abs/2206.12708 (2022) - 2021
- [c7]Yadi Wei, Rishit Sheth, Roni Khardon:
Direct Loss Minimization for Sparse Gaussian Processes. AISTATS 2021: 2566-2574 - 2020
- [c6]Rishit Sheth, Nicoló Fusi:
Differentiable Feature Selection by Discrete Relaxation. AISTATS 2020: 1564-1572 - [i3]Diana Cai, Rishit Sheth, Lester Mackey, Nicoló Fusi:
Weighted Meta-Learning. CoRR abs/2003.09465 (2020) - [i2]Yadi Wei, Rishit Sheth, Roni Khardon:
Direct loss minimization for sparse Gaussian processes. CoRR abs/2004.03083 (2020)
2010 – 2019
- 2019
- [c5]Rishit Sheth, Roni Khardon:
Pseudo-Bayesian Learning via Direct Loss Minimization with Applications to Sparse Gaussian Process Models. AABI 2019: 1-18 - [i1]Rishit Sheth, Nicoló Fusi:
Feature Gradients: Scalable Feature Selection via Discrete Relaxation. CoRR abs/1908.10382 (2019) - 2018
- [c4]Nicoló Fusi, Rishit Sheth, Melih Elibol:
Probabilistic Matrix Factorization for Automated Machine Learning. NeurIPS 2018: 3352-3361 - 2017
- [c3]Rishit Sheth, Roni Khardon:
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models. NIPS 2017: 5151-5161 - 2016
- [c2]Rishit Sheth, Roni Khardon:
A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models. AISTATS 2016: 761-769 - 2015
- [c1]Rishit Sheth, Yuyang Wang, Roni Khardon:
Sparse Variational Inference for Generalized GP Models. ICML 2015: 1302-1311
2000 – 2009
- 2005
- [j1]Rishit Sheth, Kenneth E. Barner, Richard P. Schumeyer, Gonzalo R. Arce:
Region of interest identification in collimated x-ray images utilizing nonlinear preprocessing and the Radon transform. J. Electronic Imaging 14(3): 033011 (2005)
Coauthor Index
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