Amar Shah
8 papers · 2014–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
π
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(6)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(2)
Optimization
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Foundations
(1)
Learning Types
(1)
Keywords
bayesian optimization
(4)
gaussian process
(3)
multi-objective optimization
(2)
entropy search
(2)
boolean satisfiability
(1)
automated reasoning
(1)
gibbs sampling
(1)
beta process
(1)
batch optimization
(1)
stochastic variational inference
(1)
latent factor model
(1)
black-box function
(1)
information gain
(1)
acquisition function
(1)
recurrent neural network
(1)
autonomous vehicle
(1)
gradient vanishing
(1)
bayesian deep learning
(1)
predictive distribution
(1)
nonparametric prior
(1)
Papers
An Eager Satisfiability Modulo Theories Solver for Algebraic Datatypes
AAAI 2024
Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning
IJCAI 2017
Pareto Frontier Learning with Expensive Correlated Objectives
ICML 2016
Predictive Entropy Search for Multi-objective Bayesian Optimization
ICML 2016
Unitary Evolution Recurrent Neural Networks
ICML 2016
An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process
ICML 2015
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions
NeurIPS 2015
Student-t Processes as Alternatives to Gaussian Processes
AISTATS 2014