Rishit Sheth

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 11

Top Topics

Loss Minimization

Top Venues

Publications

Syrine Belakaria, Janardhan Rao Doppa, Nicolò Fusi, Rishit Sheth
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. AISTATS (2023)
Syrine Belakaria, Rishit Sheth, Janardhan Rao Doppa, Nicolò Fusi
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. CoRR (2022)
Yadi Wei, Rishit Sheth, Roni Khardon
Direct Loss Minimization for Sparse Gaussian Processes. AISTATS (2021)
Yadi Wei, Rishit Sheth, Roni Khardon
Direct loss minimization for sparse Gaussian processes. CoRR (2020)
Rishit Sheth, Nicoló Fusi
Differentiable Feature Selection by Discrete Relaxation. AISTATS (2020)
Diana Cai, Rishit Sheth, Lester Mackey, Nicoló Fusi
Weighted Meta-Learning. CoRR (2020)
Rishit Sheth, Roni Khardon
Pseudo-Bayesian Learning via Direct Loss Minimization with Applications to Sparse Gaussian Process Models. AABI (2019)
Rishit Sheth, Nicoló Fusi
Feature Gradients: Scalable Feature Selection via Discrete Relaxation. CoRR (2019)
Nicoló Fusi, Rishit Sheth, Melih Elibol
Probabilistic Matrix Factorization for Automated Machine Learning. NeurIPS (2018)
Rishit Sheth, Roni Khardon
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models. NIPS (2017)
Rishit Sheth, Roni Khardon
A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models. AISTATS (2016)
Rishit Sheth, Yuyang Wang, Roni Khardon
Sparse Variational Inference for Generalized GP Models. ICML (2015)
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) (2005)