Rishit Sheth
7 papers · 2015–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (8) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π
Trend Setter
Conferences
AISTATS (4)
NIPS (2)
ICML (1)
Top co-authors
Keywords
variational inference
(3)
gaussian process
(3)
sparse gaussian process
(2)
bayesian optimization
(2)
latent gaussian model
(2)
excess risk
(1)
log loss
(1)
direct loss minimization
(1)
variational optimization
(1)
hyperparameter tuning
(1)
posterior predictive
(1)
square loss
(1)
latent variable model
(1)
topic model
(1)
fixed-point operator
(1)
budget-aware planning
(1)
automated machine learning
(1)
feature subset selection
(1)
gradient-based search
(1)
higher-order correlation
(1)
Papers
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
AISTATS 2023
Direct Loss Minimization for Sparse Gaussian Processes
AISTATS 2021
Differentiable Feature Selection by Discrete Relaxation
AISTATS 2020
Probabilistic Matrix Factorization for Automated Machine Learning
NIPS 2018
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models
NIPS 2017
A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models
AISTATS 2016
Sparse Variational Inference for Generalized GP Models
ICML 2015