John Fisher
5 papers · 2012–2019 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
Keywords
mutual information
(2)
causal inference
(1)
active learning
(1)
approximate inference
(1)
variational inference
(1)
belief propagation
(1)
probabilistic inference
(1)
sequential decision making
(1)
data augmentation
(1)
markov chain monte carlo
(1)
message passing
(1)
adaptive inference
(1)
experimental design
(1)
mcmc sampling
(1)
robust estimation
(1)
experiment design
(1)
gaussian markov random field
(1)
riemannian manifold
(1)
mixing time
(1)
generative model
(1)
Papers
Variational Information Planning for Sequential Decision Making
AISTATS 2019
A Robust Approach to Sequential Information Theoretic Planning
ICML 2018
Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation
AISTATS 2016
Adaptive Belief Propagation
ICML 2015
Efficient Sampling from Combinatorial Space via Bridging
AISTATS 2012